From 2afd45ab0dd214261b7958aec8905dceac123efc Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Mon, 6 Apr 2026 21:32:59 +0000 Subject: [PATCH 01/57] ci: add nightly sync workflow from main to dev Automates a daily sync of main into dev at 4:00 AM China time (20:00 UTC) on weekdays. The workflow: - Closes any previous unmerged sync PR before creating a new one - Merges main into dev, preferring main on all conflicts (-X theirs) - Takes main's pyproject.toml and uv.lock for lock-file consistency - Creates a draft PR labeled "nightly-sync" for human review Co-Authored-By: Claude Opus 4.6 (1M context) --- .../workflows/nightly-sync-main-to-dev.yml | 160 ++++++++++++++++++ 1 file changed, 160 insertions(+) create mode 100644 .github/workflows/nightly-sync-main-to-dev.yml diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml new file mode 100644 index 00000000000..ce3f9e3c6db --- /dev/null +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -0,0 +1,160 @@ +# Copyright (c) 2026, NVIDIA CORPORATION. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +name: Nightly Sync Main to Dev + +on: + schedule: + # 4:00 AM China time (UTC+8) on weekdays = 20:00 UTC Sun-Thu + - cron: "0 20 * * 0-4" + workflow_dispatch: + +permissions: + contents: write + pull-requests: write + +jobs: + sync-main-to-dev: + runs-on: ubuntu-latest + if: github.repository == 'NVIDIA/Megatron-LM' + env: + GH_TOKEN: ${{ secrets.PAT }} + SYNC_LABEL: "nightly-sync" + steps: + - name: Checkout repository + uses: actions/checkout@v6 + with: + fetch-depth: 0 + token: ${{ secrets.PAT }} + + - name: Configure Git + run: | + git config user.email "github-actions[bot]@users.noreply.github.com" + git config user.name "GitHub Actions Bot" + + - name: Ensure sync label exists + run: | + gh label create "$SYNC_LABEL" \ + --repo "${{ github.repository }}" \ + --description "Automated nightly sync from main to dev" \ + --color "1d76db" 2>/dev/null || true + + - name: Close previous unmerged sync PRs + run: | + echo "Searching for open sync PRs..." + OPEN_PRS=$(gh pr list \ + --repo "${{ github.repository }}" \ + --base dev \ + --label "$SYNC_LABEL" \ + --state open \ + --json number \ + --jq '.[].number') + + for PR_NUM in $OPEN_PRS; do + echo "Closing stale sync PR #${PR_NUM}" + gh pr close "$PR_NUM" \ + --repo "${{ github.repository }}" \ + --comment "Superseded by today's nightly sync." + done + + - name: Check if sync is needed + id: check-sync + run: | + git fetch origin main dev + AHEAD_COUNT=$(git rev-list --count origin/dev..origin/main) + echo "main is $AHEAD_COUNT commit(s) ahead of dev" + if [ "$AHEAD_COUNT" -eq 0 ]; then + echo "skip=true" >> "$GITHUB_OUTPUT" + echo "No changes to sync." + else + echo "skip=false" >> "$GITHUB_OUTPUT" + fi + + - name: Create sync branch and merge + if: steps.check-sync.outputs.skip != 'true' + id: merge + run: | + DATE=$(date -u -d '+8 hours' +%Y-%m-%d) + BRANCH="sync/main-to-dev-${DATE}" + echo "branch=$BRANCH" >> "$GITHUB_OUTPUT" + echo "date=$DATE" >> "$GITHUB_OUTPUT" + + # Start from dev + git checkout -b "$BRANCH" origin/dev + + # Merge main, preferring main on all conflicts + if git merge origin/main -X theirs --no-edit; then + echo "Merge completed cleanly (or with auto-resolved conflicts)." + else + echo "Merge had conflicts that -X theirs could not resolve." + echo "Taking main's version for all remaining conflicted files." + CONFLICTED=$(git diff --name-only --diff-filter=U) + if [ -n "$CONFLICTED" ]; then + echo "$CONFLICTED" | xargs git checkout --theirs -- + echo "$CONFLICTED" | xargs git add + git commit --no-edit + else + echo "::error::Merge failed with no identifiable conflicts." + exit 1 + fi + fi + + # Always take main's pyproject.toml and uv.lock for lock consistency + git checkout origin/main -- pyproject.toml uv.lock + if ! git diff --cached --quiet; then + git commit -m "chore: use main's pyproject.toml and uv.lock for consistency" + fi + + - name: Push sync branch + if: steps.check-sync.outputs.skip != 'true' + run: | + git push origin "${{ steps.merge.outputs.branch }}" --force + + - name: Create Pull Request + if: steps.check-sync.outputs.skip != 'true' + env: + SYNC_DATE: ${{ steps.merge.outputs.date }} + SYNC_BRANCH: ${{ steps.merge.outputs.branch }} + run: | + AHEAD_COUNT=$(git rev-list --count origin/dev..HEAD) + + BODY=$(cat < Date: Mon, 6 Apr 2026 23:02:07 +0000 Subject: [PATCH 02/57] ci: add semantic conflict prevention to nightly sync After merging main into dev, also take main's versions of key integration files (training.py, initialize.py, utils.py, data_samplers.py, layer_wise_optimizer.py) that have deep semantic dependencies on conflict-resolved modules. This prevents runtime AttributeError and TypeError from auto-merged dev code referencing APIs removed in main. Co-Authored-By: Claude Opus 4.6 (1M context) --- .../workflows/nightly-sync-main-to-dev.yml | 25 ++++++++++++++++--- 1 file changed, 21 insertions(+), 4 deletions(-) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index ce3f9e3c6db..0c9b0ff472a 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -110,10 +110,27 @@ jobs: fi fi - # Always take main's pyproject.toml and uv.lock for lock consistency - git checkout origin/main -- pyproject.toml uv.lock + # Always take main's pyproject.toml and uv.lock for lock consistency. + # Also take main's versions of key training files that have deep + # semantic dependencies on conflict-resolved modules (arguments, + # optimizer, etc.). Without this, auto-merged dev code may reference + # APIs that main's versions removed. + FORCE_MAIN_FILES=( + pyproject.toml + uv.lock + megatron/training/training.py + megatron/training/initialize.py + megatron/training/utils.py + megatron/training/datasets/data_samplers.py + megatron/core/optimizer/layer_wise_optimizer.py + ) + for f in "${FORCE_MAIN_FILES[@]}"; do + if [ -f "$f" ]; then + git checkout origin/main -- "$f" 2>/dev/null || true + fi + done if ! git diff --cached --quiet; then - git commit -m "chore: use main's pyproject.toml and uv.lock for consistency" + git commit -m "chore: take main's versions of key integration files for consistency" fi - name: Push sync branch @@ -136,7 +153,7 @@ jobs: ### Conflict resolution strategy - All merge conflicts resolved by preferring \`main\` - - \`pyproject.toml\` and \`uv.lock\` taken from \`main\` for lock-file consistency + - \`pyproject.toml\`, \`uv.lock\`, and key training/optimizer files taken from \`main\` to prevent semantic conflicts ### Action required - Review the changes and approve if CI passes From a99763bfb261759fd6222676bb398032039d26b4 Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Tue, 7 Apr 2026 04:58:17 +0000 Subject: [PATCH 03/57] ci: rewrite sync to take main's version for all shared files Instead of a fragile hardcoded file list, the workflow now takes main's version for ALL files that exist in both branches after the merge. This prevents semantic conflicts where auto-merged dev code references APIs that main renamed/removed. Dev-only new files are preserved. Also adds a black formatting step to fix trailing whitespace issues that appear when main's files differ from dev's formatting baseline. Co-Authored-By: Claude Opus 4.6 (1M context) --- .../workflows/nightly-sync-main-to-dev.yml | 53 ++++++++++++------- 1 file changed, 33 insertions(+), 20 deletions(-) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index 0c9b0ff472a..136b034ef1e 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -110,27 +110,39 @@ jobs: fi fi - # Always take main's pyproject.toml and uv.lock for lock consistency. - # Also take main's versions of key training files that have deep - # semantic dependencies on conflict-resolved modules (arguments, - # optimizer, etc.). Without this, auto-merged dev code may reference - # APIs that main's versions removed. - FORCE_MAIN_FILES=( - pyproject.toml - uv.lock - megatron/training/training.py - megatron/training/initialize.py - megatron/training/utils.py - megatron/training/datasets/data_samplers.py - megatron/core/optimizer/layer_wise_optimizer.py - ) - for f in "${FORCE_MAIN_FILES[@]}"; do - if [ -f "$f" ]; then - git checkout origin/main -- "$f" 2>/dev/null || true + - name: Prevent semantic conflicts + if: steps.check-sync.outputs.skip != 'true' + run: | + # After merging, auto-merged files from dev may reference APIs that + # main renamed or removed (e.g. DynamicCPDataLoaderWrapper vs + # HybridCPDataLoaderWrapper). To prevent these semantic conflicts, + # take main's version for ALL files that exist in both branches. + # Dev-only new files (not in main) are preserved. + echo "Taking main's version for all shared files..." + REVERTED=0 + git diff --name-only origin/main...HEAD | while read -r f; do + if git cat-file -e "origin/main:$f" 2>/dev/null; then + git checkout origin/main -- "$f" 2>/dev/null && REVERTED=$((REVERTED+1)) || true fi done - if ! git diff --cached --quiet; then - git commit -m "chore: take main's versions of key integration files for consistency" + echo "Reverted $REVERTED shared files to main's version." + + if ! git diff --cached --quiet || ! git diff --quiet; then + git add -A + git commit -m "chore: take main's version for all shared files to prevent semantic conflicts" + fi + + - name: Run black on changed files + if: steps.check-sync.outputs.skip != 'true' + run: | + pip install 'black==24.*' --quiet + CHANGED=$(git diff --name-only origin/dev...HEAD -- '*.py' || true) + if [ -n "$CHANGED" ]; then + echo "$CHANGED" | xargs black --config pyproject.toml 2>/dev/null || true + if ! git diff --quiet; then + git add -A + git commit -m "style: auto-format with black" + fi fi - name: Push sync branch @@ -153,7 +165,8 @@ jobs: ### Conflict resolution strategy - All merge conflicts resolved by preferring \`main\` - - \`pyproject.toml\`, \`uv.lock\`, and key training/optimizer files taken from \`main\` to prevent semantic conflicts + - All files that exist in both branches use \`main\`'s version to prevent semantic conflicts + - Dev-only new files are preserved ### Action required - Review the changes and approve if CI passes From db62dd7a88e20814d3e6144c65b314beb0080d29 Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Tue, 7 Apr 2026 18:05:01 +0000 Subject: [PATCH 04/57] ci: also restore main-only files deleted/renamed in dev The sync workflow now also restores files that exist in main but were deleted or renamed in dev (e.g. hybrid_cp_schedule.py). Without this, main's code that imports these files will fail with ModuleNotFoundError. Co-Authored-By: Claude Opus 4.6 (1M context) --- .github/workflows/nightly-sync-main-to-dev.yml | 18 ++++++++++++------ 1 file changed, 12 insertions(+), 6 deletions(-) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index 136b034ef1e..ac78b0b356c 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -114,22 +114,28 @@ jobs: if: steps.check-sync.outputs.skip != 'true' run: | # After merging, auto-merged files from dev may reference APIs that - # main renamed or removed (e.g. DynamicCPDataLoaderWrapper vs - # HybridCPDataLoaderWrapper). To prevent these semantic conflicts, + # main renamed or removed. To prevent these semantic conflicts, # take main's version for ALL files that exist in both branches. # Dev-only new files (not in main) are preserved. echo "Taking main's version for all shared files..." - REVERTED=0 git diff --name-only origin/main...HEAD | while read -r f; do if git cat-file -e "origin/main:$f" 2>/dev/null; then - git checkout origin/main -- "$f" 2>/dev/null && REVERTED=$((REVERTED+1)) || true + git checkout origin/main -- "$f" 2>/dev/null || true fi done - echo "Reverted $REVERTED shared files to main's version." + + # Restore files that exist in main but were deleted/renamed in dev + echo "Restoring main-only files that dev deleted..." + comm -23 \ + <(git ls-tree -r --name-only origin/main | sort) \ + <(git ls-tree -r --name-only HEAD | sort) \ + | while read -r f; do + git checkout origin/main -- "$f" 2>/dev/null || true + done if ! git diff --cached --quiet || ! git diff --quiet; then git add -A - git commit -m "chore: take main's version for all shared files to prevent semantic conflicts" + git commit -m "chore: align all shared files with main to prevent semantic conflicts" fi - name: Run black on changed files From 983029f28bb17a6db81943bfcfeb02e30bce1a46 Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Tue, 7 Apr 2026 18:45:15 +0000 Subject: [PATCH 05/57] ci: rewrite nightly sync workflow with Claude Code Action MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Redesigned the main-to-dev nightly sync to use Claude Code Action for: - Merge conflict resolution (prioritizing main) - Iterative CI failure fixing (no retry limit) - Automatic "/ok to test" CI triggering - Marking PR ready for review when all tests pass Key changes: - Schedule: daily at 20:00 UTC (all days) - Branch pattern: main2dev/dd_mm_yyyy - Uses secrets.PAT for push/PR/CI operations - Uses svcnvidia-nemo-ci as git committer - Closes previous unmerged sync PRs by branch pattern - Claude loops indefinitely: fix → push → trigger CI → wait → check → repeat Co-Authored-By: Claude Opus 4.6 (1M context) --- .../workflows/nightly-sync-main-to-dev.yml | 310 +++++++++++------- 1 file changed, 184 insertions(+), 126 deletions(-) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index ac78b0b356c..c5e63c5c145 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -16,21 +16,22 @@ name: Nightly Sync Main to Dev on: schedule: - # 4:00 AM China time (UTC+8) on weekdays = 20:00 UTC Sun-Thu - - cron: "0 20 * * 0-4" + - cron: "0 20 * * *" workflow_dispatch: permissions: contents: write pull-requests: write + issues: write + id-token: write jobs: sync-main-to-dev: runs-on: ubuntu-latest if: github.repository == 'NVIDIA/Megatron-LM' + timeout-minutes: 360 env: GH_TOKEN: ${{ secrets.PAT }} - SYNC_LABEL: "nightly-sync" steps: - name: Checkout repository uses: actions/checkout@v6 @@ -40,26 +41,25 @@ jobs: - name: Configure Git run: | - git config user.email "github-actions[bot]@users.noreply.github.com" - git config user.name "GitHub Actions Bot" + git config user.name "svcnvidia-nemo-ci" + git config user.email "svcnvidia-nemo-ci@nvidia.com" - - name: Ensure sync label exists + - name: Compute branch name + id: vars run: | - gh label create "$SYNC_LABEL" \ - --repo "${{ github.repository }}" \ - --description "Automated nightly sync from main to dev" \ - --color "1d76db" 2>/dev/null || true + DATE=$(date -u +%d_%m_%Y) + BRANCH="main2dev/${DATE}" + echo "branch=$BRANCH" >> "$GITHUB_OUTPUT" + echo "date=$DATE" >> "$GITHUB_OUTPUT" - name: Close previous unmerged sync PRs run: | - echo "Searching for open sync PRs..." OPEN_PRS=$(gh pr list \ --repo "${{ github.repository }}" \ --base dev \ - --label "$SYNC_LABEL" \ --state open \ - --json number \ - --jq '.[].number') + --json number,headRefName \ + --jq '.[] | select(.headRefName | startswith("main2dev/")) | .number') for PR_NUM in $OPEN_PRS; do echo "Closing stale sync PR #${PR_NUM}" @@ -81,116 +81,174 @@ jobs: echo "skip=false" >> "$GITHUB_OUTPUT" fi - - name: Create sync branch and merge - if: steps.check-sync.outputs.skip != 'true' - id: merge - run: | - DATE=$(date -u -d '+8 hours' +%Y-%m-%d) - BRANCH="sync/main-to-dev-${DATE}" - echo "branch=$BRANCH" >> "$GITHUB_OUTPUT" - echo "date=$DATE" >> "$GITHUB_OUTPUT" - - # Start from dev - git checkout -b "$BRANCH" origin/dev - - # Merge main, preferring main on all conflicts - if git merge origin/main -X theirs --no-edit; then - echo "Merge completed cleanly (or with auto-resolved conflicts)." - else - echo "Merge had conflicts that -X theirs could not resolve." - echo "Taking main's version for all remaining conflicted files." - CONFLICTED=$(git diff --name-only --diff-filter=U) - if [ -n "$CONFLICTED" ]; then - echo "$CONFLICTED" | xargs git checkout --theirs -- - echo "$CONFLICTED" | xargs git add - git commit --no-edit - else - echo "::error::Merge failed with no identifiable conflicts." - exit 1 - fi - fi - - - name: Prevent semantic conflicts - if: steps.check-sync.outputs.skip != 'true' - run: | - # After merging, auto-merged files from dev may reference APIs that - # main renamed or removed. To prevent these semantic conflicts, - # take main's version for ALL files that exist in both branches. - # Dev-only new files (not in main) are preserved. - echo "Taking main's version for all shared files..." - git diff --name-only origin/main...HEAD | while read -r f; do - if git cat-file -e "origin/main:$f" 2>/dev/null; then - git checkout origin/main -- "$f" 2>/dev/null || true - fi - done - - # Restore files that exist in main but were deleted/renamed in dev - echo "Restoring main-only files that dev deleted..." - comm -23 \ - <(git ls-tree -r --name-only origin/main | sort) \ - <(git ls-tree -r --name-only HEAD | sort) \ - | while read -r f; do - git checkout origin/main -- "$f" 2>/dev/null || true - done - - if ! git diff --cached --quiet || ! git diff --quiet; then - git add -A - git commit -m "chore: align all shared files with main to prevent semantic conflicts" - fi - - - name: Run black on changed files - if: steps.check-sync.outputs.skip != 'true' - run: | - pip install 'black==24.*' --quiet - CHANGED=$(git diff --name-only origin/dev...HEAD -- '*.py' || true) - if [ -n "$CHANGED" ]; then - echo "$CHANGED" | xargs black --config pyproject.toml 2>/dev/null || true - if ! git diff --quiet; then - git add -A - git commit -m "style: auto-format with black" - fi - fi - - - name: Push sync branch + - name: Run Claude Code to merge, fix, and iterate if: steps.check-sync.outputs.skip != 'true' - run: | - git push origin "${{ steps.merge.outputs.branch }}" --force - - - name: Create Pull Request - if: steps.check-sync.outputs.skip != 'true' - env: - SYNC_DATE: ${{ steps.merge.outputs.date }} - SYNC_BRANCH: ${{ steps.merge.outputs.branch }} - run: | - AHEAD_COUNT=$(git rev-list --count origin/dev..HEAD) - - BODY=$(cat < + git commit --no-edit + ``` + + 4. After the merge, take main's version for ALL files that exist in both + branches. This prevents semantic conflicts where auto-merged dev code + references APIs that main renamed or removed: + ``` + git diff --name-only origin/main...HEAD | while read -r f; do + if git cat-file -e "origin/main:$f" 2>/dev/null; then + git checkout origin/main -- "$f" 2>/dev/null || true + fi + done + ``` + + 5. Restore files that exist in main but were deleted/renamed in dev: + ``` + comm -23 \ + <(git ls-tree -r --name-only origin/main | sort) \ + <(git ls-tree -r --name-only HEAD | sort) \ + | while read -r f; do + git checkout origin/main -- "$f" 2>/dev/null || true + done + ``` + + 6. Run `black` (version 24) on all changed Python files to fix formatting: + ``` + pip install 'black==24.*' --quiet + CHANGED=$(git diff --name-only origin/dev...HEAD -- '*.py' | tr '\n' ' ') + black --config pyproject.toml $CHANGED + ``` + + 7. Stage everything, commit, and push: + ``` + git add -A + git commit -m "chore: nightly sync main into dev ($DATE)" --allow-empty + git push origin $BRANCH --force + ``` + + ## Step 2: Create the PR + + Create a draft PR targeting `dev`: + ``` + gh pr create \ + --repo $REPO \ + --base dev \ + --head $BRANCH \ + --draft \ + --title "chore: nightly sync main into dev ($DATE)" \ + --body "Automated nightly sync of main into dev. Conflicts resolved by prioritizing main." + ``` + + Save the PR number for later use. + + ## Step 3: Trigger CI and iterate until all tests pass + + This is a loop. Repeat the following until CI passes: + + 1. Get the latest commit SHA: + ``` + SHA=$(git rev-parse HEAD) + ``` + + 2. Trigger CI by commenting on the PR: + ``` + gh pr comment --repo $REPO --body "/ok to test $SHA" + ``` + + 3. Wait for the CI run to appear and complete. Poll every 5 minutes: + ``` + # Find the CICD run for this branch + sleep 60 # initial wait for run to appear + while true; do + RUN_JSON=$(gh api "repos/$REPO/actions/runs?per_page=5&branch=pull-request/" \ + --jq '[.workflow_runs[] | select(.name == "CICD Megatron-LM")] | .[0]') + STATUS=$(echo "$RUN_JSON" | jq -r '.status') + CONCLUSION=$(echo "$RUN_JSON" | jq -r '.conclusion') + RUN_ID=$(echo "$RUN_JSON" | jq -r '.id') + if [ "$STATUS" = "completed" ]; then + break + fi + echo "CI status: $STATUS. Waiting 5 minutes..." + sleep 300 + done + ``` + + 4. If CI passed (conclusion == "success"), go to Step 4. + + 5. If CI failed, investigate and fix: + a. Get the list of failed jobs: + ``` + gh run view $RUN_ID --repo $REPO 2>&1 | grep -E '^\s*X ' | head -20 + ``` + + b. For each failed job, get its logs: + ``` + gh api repos/$REPO/actions/jobs//logs 2>&1 | grep -E "Error|ImportError|ModuleNotFound|Traceback|cannot import|FAILED|would reformat|line-too-long" | head -30 + ``` + + c. Read the error messages and fix the code. Common issues: + - **ImportError / ModuleNotFoundError**: A file references a module that + was renamed or deleted. Check if the module exists, find the correct + name, and fix the import. + - **black formatting**: Run `black --config pyproject.toml` on the files. + - **pylint line-too-long**: Wrap long lines to stay under 100 chars. + - **pylint missing-docstring**: Add one-line docstrings to methods. + - **Test failures**: Read the test output carefully, understand what + assertion failed, and fix the underlying code. + + d. After fixing, commit and push: + ``` + git add -A + git commit -m "fix: address CI failure" + git push origin $BRANCH --force + ``` + + e. Go back to step 3.1 to re-trigger CI. + + ## Step 4: Mark PR as ready for review + + Once CI passes: + ``` + gh pr ready --repo $REPO + gh pr comment --repo $REPO \ + --body "All CI checks passed. This PR is ready for human review and merge." + ``` + + ## Important notes + + - NEVER give up. Keep fixing and retrying until CI passes. + - Always prioritize main's code over dev's when resolving issues. + - Use `secrets.PAT` (already set as GH_TOKEN) for all GitHub operations. + - The CI pipeline triggers when you comment "/ok to test " on the PR. + - CI runs on `pull-request/` branches — use that pattern when querying. + - The git committer identity is svcnvidia-nemo-ci. + claude_args: | + --allowedTools "Bash,Read,Edit,Write,Grep,Glob" + --model "claude-sonnet-4-6" From bdacf5f8151c04efb2594364031cad9c28e6b4a7 Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Tue, 7 Apr 2026 22:55:09 +0000 Subject: [PATCH 06/57] ci: use claude-opus-4-6 model for nightly sync Co-Authored-By: Claude Opus 4.6 (1M context) --- .github/workflows/nightly-sync-main-to-dev.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index c5e63c5c145..00e8bca45aa 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -251,4 +251,4 @@ jobs: - The git committer identity is svcnvidia-nemo-ci. claude_args: | --allowedTools "Bash,Read,Edit,Write,Grep,Glob" - --model "claude-sonnet-4-6" + --model "claude-opus-4-6" From 67141ae4a8576ce108b9f82bc77a62d7fabe5cf8 Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Tue, 7 Apr 2026 23:01:27 +0000 Subject: [PATCH 07/57] ci: rewrite nightly sync prompt for targeted merge strategy MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Key changes: - Remove blanket "take main for all shared files" — preserves dev features (HyperConnection, CheckpointManager, etc.) - Only override specific files with confirmed semantic conflicts - Tell Claude to read CLAUDE.md and build-and-test skill first - Goal-oriented prompt instead of prescriptive shell commands - Add concurrency group to prevent overlapping runs - Add Agent to allowedTools for complex fixes - Teach Claude to surgically restore missing classes rather than replacing entire files - Remove trigger_phrase (not needed for direct_prompt) Co-Authored-By: Claude Opus 4.6 (1M context) --- .../workflows/nightly-sync-main-to-dev.yml | 263 ++++++++---------- 1 file changed, 113 insertions(+), 150 deletions(-) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index 00e8bca45aa..128cafadc69 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -19,6 +19,10 @@ on: - cron: "0 20 * * *" workflow_dispatch: +concurrency: + group: nightly-sync-main-to-dev + cancel-in-progress: false + permissions: contents: write pull-requests: write @@ -87,168 +91,127 @@ jobs: with: anthropic_api_key: ${{ secrets.ANTHROPIC_API_KEY }} github_token: ${{ secrets.PAT }} - trigger_phrase: "" direct_prompt: | - You are an automated sync bot. Your job is to merge `main` into `dev`, create a PR, - ensure all CI tests pass (fixing any failures), and mark the PR as ready for review. + You are an automated sync bot. Your job is to merge `main` into `dev`, + create a PR, ensure all CI tests pass (fixing any failures), and mark + the PR as ready for review. REPO: ${{ github.repository }} BRANCH: ${{ steps.vars.outputs.branch }} DATE: ${{ steps.vars.outputs.date }} - ## Step 1: Create the sync branch and merge - - 1. Create a new branch from `origin/dev`: - ``` - git checkout -b $BRANCH origin/dev - ``` - - 2. Merge `origin/main` into it, prioritizing main on all conflicts: - ``` - git merge origin/main -X theirs --no-edit - ``` - - 3. If the merge still has unresolved conflicts (exit code 1), resolve them - by reading each conflicted file, understanding both sides, and choosing - main's version. Stage and commit the resolution: - ``` - git diff --name-only --diff-filter=U # list conflicted files - # For each file: read it, resolve conflict markers favoring main, edit it - git add - git commit --no-edit - ``` - - 4. After the merge, take main's version for ALL files that exist in both - branches. This prevents semantic conflicts where auto-merged dev code - references APIs that main renamed or removed: - ``` - git diff --name-only origin/main...HEAD | while read -r f; do - if git cat-file -e "origin/main:$f" 2>/dev/null; then - git checkout origin/main -- "$f" 2>/dev/null || true - fi - done - ``` - - 5. Restore files that exist in main but were deleted/renamed in dev: - ``` - comm -23 \ - <(git ls-tree -r --name-only origin/main | sort) \ - <(git ls-tree -r --name-only HEAD | sort) \ - | while read -r f; do - git checkout origin/main -- "$f" 2>/dev/null || true - done - ``` - - 6. Run `black` (version 24) on all changed Python files to fix formatting: - ``` - pip install 'black==24.*' --quiet - CHANGED=$(git diff --name-only origin/dev...HEAD -- '*.py' | tr '\n' ' ') - black --config pyproject.toml $CHANGED - ``` - - 7. Stage everything, commit, and push: - ``` - git add -A - git commit -m "chore: nightly sync main into dev ($DATE)" --allow-empty - git push origin $BRANCH --force - ``` - - ## Step 2: Create the PR - - Create a draft PR targeting `dev`: - ``` - gh pr create \ - --repo $REPO \ - --base dev \ - --head $BRANCH \ - --draft \ - --title "chore: nightly sync main into dev ($DATE)" \ - --body "Automated nightly sync of main into dev. Conflicts resolved by prioritizing main." - ``` - - Save the PR number for later use. - - ## Step 3: Trigger CI and iterate until all tests pass - - This is a loop. Repeat the following until CI passes: - - 1. Get the latest commit SHA: - ``` - SHA=$(git rev-parse HEAD) - ``` - - 2. Trigger CI by commenting on the PR: - ``` - gh pr comment --repo $REPO --body "/ok to test $SHA" - ``` - - 3. Wait for the CI run to appear and complete. Poll every 5 minutes: - ``` - # Find the CICD run for this branch - sleep 60 # initial wait for run to appear - while true; do - RUN_JSON=$(gh api "repos/$REPO/actions/runs?per_page=5&branch=pull-request/" \ - --jq '[.workflow_runs[] | select(.name == "CICD Megatron-LM")] | .[0]') - STATUS=$(echo "$RUN_JSON" | jq -r '.status') - CONCLUSION=$(echo "$RUN_JSON" | jq -r '.conclusion') - RUN_ID=$(echo "$RUN_JSON" | jq -r '.id') - if [ "$STATUS" = "completed" ]; then - break - fi - echo "CI status: $STATUS. Waiting 5 minutes..." - sleep 300 - done - ``` - - 4. If CI passed (conclusion == "success"), go to Step 4. - - 5. If CI failed, investigate and fix: - a. Get the list of failed jobs: - ``` - gh run view $RUN_ID --repo $REPO 2>&1 | grep -E '^\s*X ' | head -20 - ``` - - b. For each failed job, get its logs: - ``` - gh api repos/$REPO/actions/jobs//logs 2>&1 | grep -E "Error|ImportError|ModuleNotFound|Traceback|cannot import|FAILED|would reformat|line-too-long" | head -30 - ``` - - c. Read the error messages and fix the code. Common issues: - - **ImportError / ModuleNotFoundError**: A file references a module that - was renamed or deleted. Check if the module exists, find the correct - name, and fix the import. - - **black formatting**: Run `black --config pyproject.toml` on the files. - - **pylint line-too-long**: Wrap long lines to stay under 100 chars. - - **pylint missing-docstring**: Add one-line docstrings to methods. - - **Test failures**: Read the test output carefully, understand what - assertion failed, and fix the underlying code. - - d. After fixing, commit and push: - ``` - git add -A - git commit -m "fix: address CI failure" - git push origin $BRANCH --force - ``` - - e. Go back to step 3.1 to re-trigger CI. - - ## Step 4: Mark PR as ready for review + Read `.claude/skills/build-and-test/SKILL.md` and `CLAUDE.md` first to + understand the project's CI pipeline, testing infrastructure, and + contribution guidelines. + + --- + + ## Phase 1: Create the sync branch and merge + + Create a branch named `$BRANCH` from `origin/dev` and merge + `origin/main` into it. + + **Merge strategy:** + - Use `git merge origin/main -X theirs --no-edit` so that main wins on + textual conflicts. + - If any conflicts remain unresolved (e.g. add/add), read each + conflicted file, understand both sides, and resolve by favoring main. + - **Do NOT blanket-override all shared files with main's version.** + Dev has features that are not yet in main (new classes, new modules, + new tests). The git merge preserves both sides' non-conflicting + additions, which is correct. Only intervene where there is an actual + conflict. + + **After merging, take main's version ONLY for these specific files** + that are known to have semantic conflicts (dev's versions reference + args/APIs that main removed or renamed): + - `pyproject.toml` and `uv.lock` (lock-file consistency for container build) + - `docker/Dockerfile.ci.dev` (build compatibility) + - `megatron/training/training.py` (references dev-only args) + - `megatron/training/initialize.py` (references dev-only args) + - `megatron/training/utils.py` (references dev-only args) + - `megatron/training/datasets/data_samplers.py` (references dev-only args) + - `megatron/core/optimizer/layer_wise_optimizer.py` (constructor signature) + + Use: `git checkout origin/main -- ` for each. + + **Restore files that exist in main but were deleted/renamed in dev:** + Compare `git ls-tree` between `origin/main` and HEAD, and restore any + files from main that are missing (e.g. `hybrid_cp_schedule.py`). + + Run `black` (version 24, with `--config pyproject.toml`) on all changed + Python files to fix formatting differences. + + After editing imports in any Python files, run `isort` on those files + (see CLAUDE.md). + + Commit everything and push the branch. + + --- + + ## Phase 2: Create the PR + + Create a **draft** PR targeting `dev`: + - Title: `chore: nightly sync main into dev ($DATE)` + - Body: describe what was synced, how conflicts were resolved, and + that CI will be iterated on automatically. + + Save the PR number. + + --- + + ## Phase 3: Trigger CI and iterate until all tests pass + + Loop: + 1. Get the HEAD commit SHA and comment on the PR: + `/ok to test ` + 2. Wait for the `CICD Megatron-LM` workflow run on branch + `pull-request/` to complete. Poll the GitHub API every + 5 minutes. + 3. If the run **succeeded** → go to Phase 4. + 4. If the run **failed** → investigate and fix: + - List failed jobs with `gh run view`. + - For each failed job, fetch its logs via `gh api repos/.../actions/jobs//logs`. + - Grep for `ImportError`, `ModuleNotFoundError`, `FAILED`, + `would reformat`, `line-too-long`, `Traceback`, etc. + - Read the error, understand the root cause, and fix the code. + - Common issues from this sync: + - **ImportError for a class/module**: A dev-only test imports a + class from a shared file where we took main's version. Fix by + checking whether the class was moved, renamed, or needs to be + kept from dev's version of that file. Be surgical — restore only + the missing class/function, not the entire file. + - **black / pylint formatting**: Run `black --config pyproject.toml` + on the offending files. For pylint long-line or + missing-docstring, edit the file directly. + - **Test assertion failures**: Read the test and the code under + test. Fix the code or the test as appropriate. + - Commit fixes, push, and re-trigger CI. + - Repeat. Never give up. + + --- + + ## Phase 4: Mark PR as ready for review Once CI passes: ``` gh pr ready --repo $REPO - gh pr comment --repo $REPO \ - --body "All CI checks passed. This PR is ready for human review and merge." ``` + Comment on the PR confirming all checks passed and it is ready for + human review. + + --- - ## Important notes + ## Rules - - NEVER give up. Keep fixing and retrying until CI passes. - - Always prioritize main's code over dev's when resolving issues. - - Use `secrets.PAT` (already set as GH_TOKEN) for all GitHub operations. - - The CI pipeline triggers when you comment "/ok to test " on the PR. - - CI runs on `pull-request/` branches — use that pattern when querying. - - The git committer identity is svcnvidia-nemo-ci. + - **Prioritize main over dev** when there is a genuine conflict between + the two. But preserve dev-only additions (new files, new classes, new + tests) that do not conflict with main. + - Never give up. Keep fixing and retrying until CI passes. + - The CI pipeline triggers when you comment "/ok to test ". + - CI runs appear on the `pull-request/` branch. + - The git committer identity is `svcnvidia-nemo-ci`. + - After editing imports, run `isort` on those files. claude_args: | - --allowedTools "Bash,Read,Edit,Write,Grep,Glob" + --allowedTools "Bash,Read,Edit,Write,Grep,Glob,Agent" --model "claude-opus-4-6" From d929db9fb89a7790201424f88009699a77f58358 Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Tue, 7 Apr 2026 23:27:41 +0000 Subject: [PATCH 08/57] ci: make nightly sync manual-only for initial testing Remove the cron schedule. The workflow can be re-enabled with a schedule trigger once the manual dispatch has been validated. Co-Authored-By: Claude Opus 4.6 (1M context) --- .github/workflows/nightly-sync-main-to-dev.yml | 2 -- 1 file changed, 2 deletions(-) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index 128cafadc69..4d9b57ab74e 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -15,8 +15,6 @@ name: Nightly Sync Main to Dev on: - schedule: - - cron: "0 20 * * *" workflow_dispatch: concurrency: From 9826d45ac330cc8c811a38a54b4d264cbcddc146 Mon Sep 17 00:00:00 2001 From: Philip Petrakian <> Date: Wed, 8 Apr 2026 18:32:39 +0000 Subject: [PATCH 09/57] ci: improve nightly sync prompt with early failure detection and pylint step Add data_schedule.py as override candidate, run pylint on megatron/core files after formatting, poll CI every 2min with per-job failure checking, and improve guidance for files with divergent main/dev classes. Co-Authored-By: Claude Opus 4.6 (1M context) --- .../workflows/nightly-sync-main-to-dev.yml | 27 ++++++++++++++----- 1 file changed, 21 insertions(+), 6 deletions(-) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index 4d9b57ab74e..c237f8d9fce 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -130,6 +130,9 @@ jobs: - `megatron/training/utils.py` (references dev-only args) - `megatron/training/datasets/data_samplers.py` (references dev-only args) - `megatron/core/optimizer/layer_wise_optimizer.py` (constructor signature) + - `megatron/core/datasets/data_schedule.py` (main's `training.py` + imports `HybridCPDataLoaderWrapper` which only exists in main's + version; dev's version has completely different classes) Use: `git checkout origin/main -- ` for each. @@ -143,6 +146,12 @@ jobs: After editing imports in any Python files, run `isort` on those files (see CLAUDE.md). + **After formatting, run pylint on all changed `megatron/core/` files** + to catch missing-docstring and line-too-long violations before + pushing. Fix any violations found — e.g. the merge often introduces + pylint issues in `megatron/core/optimizer/grad_scaler.py` (missing + docstrings on abstract methods, long lines in docstrings). + Commit everything and push the branch. --- @@ -164,12 +173,15 @@ jobs: 1. Get the HEAD commit SHA and comment on the PR: `/ok to test ` 2. Wait for the `CICD Megatron-LM` workflow run on branch - `pull-request/` to complete. Poll the GitHub API every - 5 minutes. + `pull-request/` to complete. Poll the GitHub API + every 2 minutes, checking for individual job failures as they + happen (don't wait for the entire run to finish). Use: + `gh api repos/$REPO/actions/runs//jobs?per_page=100` + and check for jobs with `conclusion == "failure"`. 3. If the run **succeeded** → go to Phase 4. - 4. If the run **failed** → investigate and fix: - - List failed jobs with `gh run view`. - - For each failed job, fetch its logs via `gh api repos/.../actions/jobs//logs`. + 4. If any job **failed** → investigate and fix immediately: + - Fetch the failed job's logs via + `gh api repos/$REPO/actions/jobs//logs`. - Grep for `ImportError`, `ModuleNotFoundError`, `FAILED`, `would reformat`, `line-too-long`, `Traceback`, etc. - Read the error, understand the root cause, and fix the code. @@ -178,7 +190,10 @@ jobs: class from a shared file where we took main's version. Fix by checking whether the class was moved, renamed, or needs to be kept from dev's version of that file. Be surgical — restore only - the missing class/function, not the entire file. + the missing class/function, not the entire file. If a file's + classes are completely different between main and dev (like + `data_schedule.py`), take main's version entirely and note it + as a new override candidate for Phase 1. - **black / pylint formatting**: Run `black --config pyproject.toml` on the offending files. For pylint long-line or missing-docstring, edit the file directly. From 93581f7ee6145047109823642e8e2657a11628ec Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Wed, 8 Apr 2026 22:08:39 +0000 Subject: [PATCH 10/57] Update workflow --- .../workflows/nightly-sync-main-to-dev.yml | 71 +++++++++++++++---- 1 file changed, 57 insertions(+), 14 deletions(-) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index c237f8d9fce..a5363baba28 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -130,21 +130,30 @@ jobs: - `megatron/training/utils.py` (references dev-only args) - `megatron/training/datasets/data_samplers.py` (references dev-only args) - `megatron/core/optimizer/layer_wise_optimizer.py` (constructor signature) - - `megatron/core/datasets/data_schedule.py` (main's `training.py` - imports `HybridCPDataLoaderWrapper` which only exists in main's - version; dev's version has completely different classes) Use: `git checkout origin/main -- ` for each. + **Special handling for `megatron/core/datasets/data_schedule.py`:** + Main and dev have completely different classes in this file. Main has + `HybridCPDataLoaderWrapper` (imported by main's `training.py`). Dev + has `BasePackingScheduler`, `DpBalancedScheduler`, + `DefaultDynamicCPScheduler`, `wrap_data_iterator`, and + `get_batch_on_this_rank_for_sequence_packing` (imported by + `pretrain_gpt.py` and `tests/unit_tests/test_sequence_packing.py`). + **Do NOT take either version wholesale.** Instead, keep dev's file + and append main's `HybridCPDataLoaderWrapper` class (plus any + missing imports like `BalancedCPScheduler`, `Any`, `List`) at the + end. Then run `black` and `isort` on the result. + **Restore files that exist in main but were deleted/renamed in dev:** Compare `git ls-tree` between `origin/main` and HEAD, and restore any files from main that are missing (e.g. `hybrid_cp_schedule.py`). - Run `black` (version 24, with `--config pyproject.toml`) on all changed - Python files to fix formatting differences. - - After editing imports in any Python files, run `isort` on those files - (see CLAUDE.md). + Run `black` (version 24, with `--config pyproject.toml`) on **all** + changed Python files (relative to `origin/dev`) to fix formatting. + Then run `isort` on the same set of files. Order matters: black + first, then isort — running them in the wrong order can undo + isort's work. **After formatting, run pylint on all changed `megatron/core/` files** to catch missing-docstring and line-too-long violations before @@ -169,11 +178,28 @@ jobs: ## Phase 3: Trigger CI and iterate until all tests pass + **Important CI architecture notes:** + - `Nemo_CICD_Test` is a downstream **gate job** that aggregates + results from unit tests, integration tests, and other jobs. If + it fails, investigate the upstream jobs it depends on — do NOT + debug `Nemo_CICD_Test` itself. + - Integration tests (H100, GB200) may be skipped for non-maintainer + PRs. This is expected; the `Nemo_CICD_Test` gate will fail as a + result, but that is not a sync issue. + - `tests/unit_tests/conftest.py` imports from + `megatron.training.training`, so a single broken import in + `training.py` (or anything it transitively imports) will cascade + and fail **ALL** test suites. If you see every test job failing + with an `ImportError`, check the import chain from `training.py` + first. + Loop: 1. Get the HEAD commit SHA and comment on the PR: `/ok to test ` - 2. Wait for the `CICD Megatron-LM` workflow run on branch - `pull-request/` to complete. Poll the GitHub API + 2. Find the CI run: use `gh run list` with `--json` and filter + for `headBranch == "pull-request/"` (note: `gh run + list` does not support a `--branch` flag). Wait for the `CICD + Megatron-LM` workflow run to complete. Poll the GitHub API every 2 minutes, checking for individual job failures as they happen (don't wait for the entire run to finish). Use: `gh api repos/$REPO/actions/runs//jobs?per_page=100` @@ -200,17 +226,33 @@ jobs: - **Test assertion failures**: Read the test and the code under test. Fix the code or the test as appropriate. - Commit fixes, push, and re-trigger CI. - - Repeat. Never give up. + - Repeat until all fixable issues are resolved. + + **Handling pre-existing failures:** + If a test failure is NOT caused by the sync (i.e. the same test code + and function signatures exist identically on `dev` or `main` and the + failure would reproduce there too), do NOT attempt to fix it. Instead: + 1. Verify it is pre-existing by comparing the test file and the code + it calls between `origin/main`, `origin/dev`, and your branch. + 2. Note the failure as pre-existing and move on. + 3. After the CI run completes, update the PR description with a + section titled "Pre-existing test failures (NOT caused by this + sync)" documenting each such failure: the test name, the error + message, and the evidence that it is pre-existing. + 4. Also comment on the PR summarizing these pre-existing failures so + reviewers are aware. --- ## Phase 4: Mark PR as ready for review - Once CI passes: + Once all sync-related CI issues are fixed (pre-existing failures + are acceptable): ``` gh pr ready --repo $REPO ``` - Comment on the PR confirming all checks passed and it is ready for + Comment on the PR confirming which checks passed, listing any + pre-existing failures that remain, and stating it is ready for human review. --- @@ -220,7 +262,8 @@ jobs: - **Prioritize main over dev** when there is a genuine conflict between the two. But preserve dev-only additions (new files, new classes, new tests) that do not conflict with main. - - Never give up. Keep fixing and retrying until CI passes. + - Keep fixing and retrying sync-related issues until they pass. + For pre-existing failures, document them and move on (see Phase 3). - The CI pipeline triggers when you comment "/ok to test ". - CI runs appear on the `pull-request/` branch. - The git committer identity is `svcnvidia-nemo-ci`. From 6fcd7212ddf395039229e1ef2e2a97d9a0186664 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?oliver=20k=C3=B6nig?= Date: Thu, 9 Apr 2026 08:42:50 +0000 Subject: [PATCH 11/57] ci: add push trigger to register workflow for dispatch MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Signed-off-by: oliver könig --- .github/workflows/nightly-sync-main-to-dev.yml | 3 +++ 1 file changed, 3 insertions(+) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index a5363baba28..195c885696f 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -15,6 +15,9 @@ name: Nightly Sync Main to Dev on: + push: + branches: + - add-nightly-sync-workflow workflow_dispatch: concurrency: From d9d76e7c959372f9ea552c5ab93bae3cc25f8765 Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Fri, 10 Apr 2026 23:45:03 +0000 Subject: [PATCH 12/57] ci: address Deyu's review feedback on sync workflow MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Changes based on review of PR #4213 and #4165: 1. Don't blindly restore files deleted by dev — check whether main's code actually imports them before restoring. Dev may have intentionally removed files to simplify testing. 2. Include remerge-diff in PR body so reviewers can inspect only the conflict resolutions without wading through the full merge diff. 3. Add warning about squashed-merge chains: when dev has PR1→PR2→PR3 but only PR1 is on main, -X theirs may overwrite PR2/PR3's follow-up changes. Claude should check git log on dev for follow-up commits before favoring main. Co-Authored-By: Claude Opus 4.6 (1M context) --- .../workflows/nightly-sync-main-to-dev.yml | 34 ++++++++++++++++--- 1 file changed, 29 insertions(+), 5 deletions(-) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index a5363baba28..4fcd4575f64 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -119,6 +119,14 @@ jobs: new tests). The git merge preserves both sides' non-conflicting additions, which is correct. Only intervene where there is an actual conflict. + - **Beware of squashed-merge chains:** Dev often develops features as + a series of PRs (PR1 → PR2 → PR3) but merges them to main as a + single squashed commit. If only PR1 is on main, using `-X theirs` + may restore PR1's original code and overwrite PR2/PR3's follow-up + changes on dev. When resolving conflicts in such cases, check + `git log origin/dev -- ` to see if dev has follow-up commits + that build on the conflicting code. If so, favor dev's version for + that specific section. **After merging, take main's version ONLY for these specific files** that are known to have semantic conflicts (dev's versions reference @@ -145,9 +153,18 @@ jobs: missing imports like `BalancedCPScheduler`, `Any`, `List`) at the end. Then run `black` and `isort` on the result. - **Restore files that exist in main but were deleted/renamed in dev:** - Compare `git ls-tree` between `origin/main` and HEAD, and restore any - files from main that are missing (e.g. `hybrid_cp_schedule.py`). + **Handle files that exist in main but were deleted in dev:** + Compare `git ls-tree` between `origin/main` and HEAD to find files + in main that are missing from the merged tree. For EACH such file, + decide whether to restore it: + - **Restore** if main's code imports/references it and would break + without it (e.g. `hybrid_cp_schedule.py` if main's `schedules.py` + imports from it). + - **Do NOT restore** if dev intentionally deleted it to simplify + testing or remove unused code — check `git log origin/dev` for the + deletion commit to understand intent. + When in doubt, check whether any file in the merged tree imports + from the missing file. If nothing imports it, skip it. Run `black` (version 24, with `--config pyproject.toml`) on **all** changed Python files (relative to `origin/dev`) to fix formatting. @@ -169,8 +186,15 @@ jobs: Create a **draft** PR targeting `dev`: - Title: `chore: nightly sync main into dev ($DATE)` - - Body: describe what was synced, how conflicts were resolved, and - that CI will be iterated on automatically. + - Body should include: + 1. Summary of what was synced (number of commits from main) + 2. List of files where main's version was taken over the merge + 3. List of files that were deleted in dev but restored (and why) + 4. The remerge-diff output (`git show --remerge-diff HEAD` on the + merge commit) so reviewers can inspect ONLY the conflict + resolutions without wading through the entire merge diff. + If the output is very long, summarize the conflicts by file + and include the full diff in a collapsed `
` block. Save the PR number. From 817d52bd22dac08e4cd9e79890a8dc3588b0efb0 Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Mon, 13 Apr 2026 16:59:28 +0000 Subject: [PATCH 13/57] ci: remove push trigger, keep workflow_dispatch only --- .github/workflows/nightly-sync-main-to-dev.yml | 3 --- 1 file changed, 3 deletions(-) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index 195c885696f..a5363baba28 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -15,9 +15,6 @@ name: Nightly Sync Main to Dev on: - push: - branches: - - add-nightly-sync-workflow workflow_dispatch: concurrency: From 144ab2c1da66436f903e791e69eca54fbf3b7b95 Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Mon, 13 Apr 2026 17:01:34 +0000 Subject: [PATCH 14/57] fix: use 'prompt' instead of 'direct_prompt' for claude-code-action --- .github/workflows/nightly-sync-main-to-dev.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index a5363baba28..9bdcd3b94c3 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -89,7 +89,7 @@ jobs: with: anthropic_api_key: ${{ secrets.ANTHROPIC_API_KEY }} github_token: ${{ secrets.PAT }} - direct_prompt: | + prompt: | You are an automated sync bot. Your job is to merge `main` into `dev`, create a PR, ensure all CI tests pass (fixing any failures), and mark the PR as ready for review. From d016d2f2371f17dc83395acb1c410e2ba0049988 Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Mon, 13 Apr 2026 17:18:09 +0000 Subject: [PATCH 15/57] ci: add --max-turns 200 so Claude can poll CI and iterate on failures --- .github/workflows/nightly-sync-main-to-dev.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index 9bdcd3b94c3..969b15a8938 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -271,3 +271,4 @@ jobs: claude_args: | --allowedTools "Bash,Read,Edit,Write,Grep,Glob,Agent" --model "claude-opus-4-6" + --max-turns 200 From 7338e1a564d6c552373a1429b6cfae3199b7f51b Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Mon, 13 Apr 2026 17:19:07 +0000 Subject: [PATCH 16/57] ci: explicitly instruct Claude not to exit until Phase 4 completes --- .github/workflows/nightly-sync-main-to-dev.yml | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index 969b15a8938..9d3bc9e731d 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -259,6 +259,13 @@ jobs: ## Rules + - **Do NOT exit until Phase 4 is complete.** You must stay alive + through the entire CI cycle: trigger CI, poll until every job + finishes, fix any sync-caused failures, re-trigger, and repeat. + Only exit after you have marked the PR as ready (or documented + all remaining failures as pre-existing). Triggering CI and + walking away is NOT acceptable — the whole point of this + workflow is automated end-to-end delivery. - **Prioritize main over dev** when there is a genuine conflict between the two. But preserve dev-only additions (new files, new classes, new tests) that do not conflict with main. From 83a9648efb5155fb81b1a96d6a07354e4f84f436 Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Mon, 13 Apr 2026 17:21:13 +0000 Subject: [PATCH 17/57] =?UTF-8?q?ci:=20add=20squash-merge=20chain=20detect?= =?UTF-8?q?ion=20=E2=80=94=20favor=20dev=20when=20it=20has=20follow-up=20P?= =?UTF-8?q?Rs?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../workflows/nightly-sync-main-to-dev.yml | 23 +++++++++++++++++++ 1 file changed, 23 insertions(+) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index 9d3bc9e731d..3eead72c94e 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -120,6 +120,29 @@ jobs: additions, which is correct. Only intervene where there is an actual conflict. + **Beware of squash-merge chains (favor dev when it has follow-ups):** + Dev often develops features as a chain of PRs (PR1 → PR2 → PR3) + where each builds on the last. When PR1 is squash-merged to main, + git sees main's squashed version and dev's original commits as + unrelated changes to the same lines. `-X theirs` will then pick + main's PR1 code and silently discard PR2/PR3's improvements on dev. + + After the merge, check for this pattern: + 1. For each file where `-X theirs` resolved a conflict, run + `git log --oneline origin/dev -- ` to see if dev has + commits that came AFTER the code main is bringing in. + 2. If dev has follow-up commits (e.g. bug fixes, refactors, or + extensions to the feature), **favor dev's version** for those + specific sections — the follow-ups are more recent and + intentional. + 3. If the conflict is just main bringing in a clean copy of what + dev already has (no follow-ups), main's version is fine. + + In practice: after the merge completes, run + `git diff origin/dev -- ` on any file that had conflicts. + If the diff shows dev's code was removed or reverted, investigate + whether dev's version is the more evolved one. + **After merging, take main's version ONLY for these specific files** that are known to have semantic conflicts (dev's versions reference args/APIs that main removed or renamed): From 360cc3d958fbfd307143a68458a66b3bc6368ace Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Mon, 13 Apr 2026 17:22:22 +0000 Subject: [PATCH 18/57] ci: temp push trigger to register workflow --- .github/workflows/nightly-sync-main-to-dev.yml | 3 +++ 1 file changed, 3 insertions(+) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index 3eead72c94e..a0cf1a115f6 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -15,6 +15,9 @@ name: Nightly Sync Main to Dev on: + push: + branches: + - add-nightly-sync-workflow workflow_dispatch: concurrency: From 72a4724ca53e243208c0b36f0ab67ae704e2b9ed Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Mon, 13 Apr 2026 17:23:12 +0000 Subject: [PATCH 19/57] ci: remove push trigger, keep workflow_dispatch only --- .github/workflows/nightly-sync-main-to-dev.yml | 3 --- 1 file changed, 3 deletions(-) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index a0cf1a115f6..3eead72c94e 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -15,9 +15,6 @@ name: Nightly Sync Main to Dev on: - push: - branches: - - add-nightly-sync-workflow workflow_dispatch: concurrency: From e2a0491adb7b64bdb9169401a819381e1515964f Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Mon, 13 Apr 2026 19:10:54 +0000 Subject: [PATCH 20/57] ci: instruct Claude to act on failures immediately, not wait for full CI run --- .../workflows/nightly-sync-main-to-dev.yml | 22 +++++++++++++------ 1 file changed, 15 insertions(+), 7 deletions(-) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index 3eead72c94e..5ef929324b9 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -221,14 +221,18 @@ jobs: `/ok to test ` 2. Find the CI run: use `gh run list` with `--json` and filter for `headBranch == "pull-request/"` (note: `gh run - list` does not support a `--branch` flag). Wait for the `CICD - Megatron-LM` workflow run to complete. Poll the GitHub API - every 2 minutes, checking for individual job failures as they - happen (don't wait for the entire run to finish). Use: + list` does not support a `--branch` flag). + 3. **Poll for failures every 2 minutes — do NOT wait for the + full run to complete.** Use: `gh api repos/$REPO/actions/runs//jobs?per_page=100` and check for jobs with `conclusion == "failure"`. - 3. If the run **succeeded** → go to Phase 4. - 4. If any job **failed** → investigate and fix immediately: + As soon as you see ANY failed job, immediately investigate it + (see step 5). Do not wait for remaining jobs — they will keep + running in CI while you diagnose and fix. The goal is to + overlap investigation with CI execution so you can push a fix + and re-trigger before the full run even finishes. + 4. If all jobs **succeeded** → go to Phase 4. + 5. If any job **failed** → investigate and fix immediately: - Fetch the failed job's logs via `gh api repos/$REPO/actions/jobs//logs`. - Grep for `ImportError`, `ModuleNotFoundError`, `FAILED`, @@ -248,7 +252,11 @@ jobs: missing-docstring, edit the file directly. - **Test assertion failures**: Read the test and the code under test. Fix the code or the test as appropriate. - - Commit fixes, push, and re-trigger CI. + - If the failure is pre-existing (see below), note it and + continue polling for other failures. + - If the failure is sync-caused, fix it, commit, push, and + re-trigger CI immediately — do not wait for the rest of the + run to finish. - Repeat until all fixable issues are resolved. **Handling pre-existing failures:** From dbf994c9ab0ef1a1adb5b5d6b1c7bb87e2d27211 Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Mon, 13 Apr 2026 19:32:52 +0000 Subject: [PATCH 21/57] ci: increase max-turns to 1000 --- .github/workflows/nightly-sync-main-to-dev.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index 5ef929324b9..9f0fc5746ae 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -309,4 +309,4 @@ jobs: claude_args: | --allowedTools "Bash,Read,Edit,Write,Grep,Glob,Agent" --model "claude-opus-4-6" - --max-turns 200 + --max-turns 1000 From 90ba46e742fbdde30f29042e15ee0b5d212df839 Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Mon, 13 Apr 2026 23:10:23 +0000 Subject: [PATCH 22/57] ci: temp push trigger to register workflow --- .github/workflows/nightly-sync-main-to-dev.yml | 3 +++ 1 file changed, 3 insertions(+) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index 9f0fc5746ae..1151e61451b 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -15,6 +15,9 @@ name: Nightly Sync Main to Dev on: + push: + branches: + - add-nightly-sync-workflow workflow_dispatch: concurrency: From e5fe06d0a7753fd62e5340bde308d7de7212c39e Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Mon, 13 Apr 2026 23:10:40 +0000 Subject: [PATCH 23/57] ci: remove push trigger, keep workflow_dispatch only --- .github/workflows/nightly-sync-main-to-dev.yml | 3 --- 1 file changed, 3 deletions(-) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index 1151e61451b..9f0fc5746ae 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -15,9 +15,6 @@ name: Nightly Sync Main to Dev on: - push: - branches: - - add-nightly-sync-workflow workflow_dispatch: concurrency: From 44ea75ed3f1a98218ab5229ae39c0f621fd93b37 Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Mon, 13 Apr 2026 23:25:16 +0000 Subject: [PATCH 24/57] ci: use opus 1M context, max effort, and stronger do-not-exit instruction --- .github/workflows/nightly-sync-main-to-dev.yml | 10 +++++++++- 1 file changed, 9 insertions(+), 1 deletion(-) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index 9f0fc5746ae..30af2158d41 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -94,6 +94,13 @@ jobs: create a PR, ensure all CI tests pass (fixing any failures), and mark the PR as ready for review. + **CRITICAL: You MUST complete ALL 4 phases before exiting.** + Creating the PR and triggering CI is only Phase 2. You MUST then + poll CI until every job finishes (Phase 3), fix any sync-caused + failures and re-trigger, and finally mark the PR ready (Phase 4). + If you exit after triggering CI without waiting for results, you + have FAILED your task. You have 1000 turns — use them. + REPO: ${{ github.repository }} BRANCH: ${{ steps.vars.outputs.branch }} DATE: ${{ steps.vars.outputs.date }} @@ -308,5 +315,6 @@ jobs: - After editing imports, run `isort` on those files. claude_args: | --allowedTools "Bash,Read,Edit,Write,Grep,Glob,Agent" - --model "claude-opus-4-6" + --model "claude-opus-4-6[1m]" + --effort max --max-turns 1000 From 5ca0c69fc6a88be66cdeadbc7b703842a3792f9c Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Mon, 13 Apr 2026 23:25:36 +0000 Subject: [PATCH 25/57] ci: temp push trigger --- .github/workflows/nightly-sync-main-to-dev.yml | 3 +++ 1 file changed, 3 insertions(+) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index 30af2158d41..61e144be432 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -15,6 +15,9 @@ name: Nightly Sync Main to Dev on: + push: + branches: + - add-nightly-sync-workflow workflow_dispatch: concurrency: From 73b2f1a51447bea35b01202782c454b7d82cec25 Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Mon, 13 Apr 2026 23:27:38 +0000 Subject: [PATCH 26/57] ci: remove push trigger --- .github/workflows/nightly-sync-main-to-dev.yml | 3 --- 1 file changed, 3 deletions(-) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index 61e144be432..30af2158d41 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -15,9 +15,6 @@ name: Nightly Sync Main to Dev on: - push: - branches: - - add-nightly-sync-workflow workflow_dispatch: concurrency: From 9fdf985108adefceabd4ef62e768d0d0673c5259 Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Mon, 13 Apr 2026 23:36:06 +0000 Subject: [PATCH 27/57] ci: reframe exit condition as concrete deliverable (gh pr ready) --- .github/workflows/nightly-sync-main-to-dev.yml | 13 +++++++------ 1 file changed, 7 insertions(+), 6 deletions(-) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index 30af2158d41..87061451f0d 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -94,12 +94,13 @@ jobs: create a PR, ensure all CI tests pass (fixing any failures), and mark the PR as ready for review. - **CRITICAL: You MUST complete ALL 4 phases before exiting.** - Creating the PR and triggering CI is only Phase 2. You MUST then - poll CI until every job finishes (Phase 3), fix any sync-caused - failures and re-trigger, and finally mark the PR ready (Phase 4). - If you exit after triggering CI without waiting for results, you - have FAILED your task. You have 1000 turns — use them. + **CRITICAL: Your exit condition is running `gh pr ready`.** + You are NOT done until you have run `gh pr ready `. + That command is in Phase 4. You cannot reach Phase 4 until CI + finishes. CI takes 1-2 hours. You must poll it with `sleep` + and `gh api` calls in a loop until every job completes. Do NOT + exit after creating the PR or triggering CI — that is only + Phase 2 out of 4. You have 1000 turns and 6 hours. Use them. REPO: ${{ github.repository }} BRANCH: ${{ steps.vars.outputs.branch }} From bd8cbde78dabc6a10aa081b2ae2109f484fa9439 Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Mon, 13 Apr 2026 23:36:26 +0000 Subject: [PATCH 28/57] ci: temp push trigger --- .github/workflows/nightly-sync-main-to-dev.yml | 3 +++ 1 file changed, 3 insertions(+) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index 87061451f0d..ff7056016a0 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -15,6 +15,9 @@ name: Nightly Sync Main to Dev on: + push: + branches: + - add-nightly-sync-workflow workflow_dispatch: concurrency: From d71ec23b9682aa62e09598b131138abfb4107528 Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Mon, 13 Apr 2026 23:37:08 +0000 Subject: [PATCH 29/57] ci: remove push trigger --- .github/workflows/nightly-sync-main-to-dev.yml | 3 --- 1 file changed, 3 deletions(-) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index ff7056016a0..87061451f0d 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -15,9 +15,6 @@ name: Nightly Sync Main to Dev on: - push: - branches: - - add-nightly-sync-workflow workflow_dispatch: concurrency: From 9ee4f1a4c22bf77ed66f1a9e6c12fcc977c9f75f Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Mon, 13 Apr 2026 23:53:39 +0000 Subject: [PATCH 30/57] ci: add show_full_output to diagnose early exit --- .github/workflows/nightly-sync-main-to-dev.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index 87061451f0d..234a3c587ce 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -314,6 +314,7 @@ jobs: - CI runs appear on the `pull-request/` branch. - The git committer identity is `svcnvidia-nemo-ci`. - After editing imports, run `isort` on those files. + show_full_output: true claude_args: | --allowedTools "Bash,Read,Edit,Write,Grep,Glob,Agent" --model "claude-opus-4-6[1m]" From eca0b56cfd3ac6865a39924ccb283c02b68c3fba Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Mon, 13 Apr 2026 23:54:30 +0000 Subject: [PATCH 31/57] ci: temp push trigger --- .github/workflows/nightly-sync-main-to-dev.yml | 3 +++ 1 file changed, 3 insertions(+) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index 234a3c587ce..b0abc867a5a 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -15,6 +15,9 @@ name: Nightly Sync Main to Dev on: + push: + branches: + - add-nightly-sync-workflow workflow_dispatch: concurrency: From 8bd805865fdec4a14a65f600c0d29c965b1bc6d1 Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Mon, 13 Apr 2026 23:54:57 +0000 Subject: [PATCH 32/57] ci: remove push trigger --- .github/workflows/nightly-sync-main-to-dev.yml | 3 --- 1 file changed, 3 deletions(-) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index b0abc867a5a..234a3c587ce 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -15,9 +15,6 @@ name: Nightly Sync Main to Dev on: - push: - branches: - - add-nightly-sync-workflow workflow_dispatch: concurrency: From a843f19475222b5f068c66086fb02777c569623a Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Tue, 14 Apr 2026 00:02:58 +0000 Subject: [PATCH 33/57] ci: ban ScheduleWakeup, use synchronous Bash polling loop instead --- .../workflows/nightly-sync-main-to-dev.yml | 24 +++++++++++++------ 1 file changed, 17 insertions(+), 7 deletions(-) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index 234a3c587ce..da00f69ad16 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -97,10 +97,12 @@ jobs: **CRITICAL: Your exit condition is running `gh pr ready`.** You are NOT done until you have run `gh pr ready `. That command is in Phase 4. You cannot reach Phase 4 until CI - finishes. CI takes 1-2 hours. You must poll it with `sleep` - and `gh api` calls in a loop until every job completes. Do NOT - exit after creating the PR or triggering CI — that is only - Phase 2 out of 4. You have 1000 turns and 6 hours. Use them. + finishes. CI takes 1-2 hours. You must poll it using a Bash + `while` loop with `sleep 120` between iterations — do NOT use + ScheduleWakeup or any deferred/async mechanism. ScheduleWakeup + will silently end your session. Stay in a synchronous loop. + Do NOT exit after creating the PR or triggering CI — that is + only Phase 2 out of 4. You have 1000 turns and 6 hours. REPO: ${{ github.repository }} BRANCH: ${{ steps.vars.outputs.branch }} @@ -230,9 +232,17 @@ jobs: 2. Find the CI run: use `gh run list` with `--json` and filter for `headBranch == "pull-request/"` (note: `gh run list` does not support a `--branch` flag). - 3. **Poll for failures every 2 minutes — do NOT wait for the - full run to complete.** Use: - `gh api repos/$REPO/actions/runs//jobs?per_page=100` + 3. **Poll for failures every 2 minutes using a Bash while-loop + with `sleep 120`.** Do NOT use ScheduleWakeup — it will end + your session. Write a synchronous polling loop like: + ``` + while true; do + JOBS=$(gh api repos/$REPO/actions/runs/$RUN_ID/jobs?per_page=100) + # check for failures and completion + sleep 120 + done + ``` + Use `gh api repos/$REPO/actions/runs//jobs?per_page=100` and check for jobs with `conclusion == "failure"`. As soon as you see ANY failed job, immediately investigate it (see step 5). Do not wait for remaining jobs — they will keep From 392a41c9564ed5ac6b2278d484bd5c4b63efee7d Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Tue, 14 Apr 2026 00:03:49 +0000 Subject: [PATCH 34/57] ci: temp push trigger --- .github/workflows/nightly-sync-main-to-dev.yml | 3 +++ 1 file changed, 3 insertions(+) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index da00f69ad16..d3a7497d755 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -15,6 +15,9 @@ name: Nightly Sync Main to Dev on: + push: + branches: + - add-nightly-sync-workflow workflow_dispatch: concurrency: From fa880e02c606a8bc8450d4aba9baa76b6a1a89f4 Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Tue, 14 Apr 2026 00:05:01 +0000 Subject: [PATCH 35/57] ci: remove push trigger --- .github/workflows/nightly-sync-main-to-dev.yml | 3 --- 1 file changed, 3 deletions(-) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index d3a7497d755..da00f69ad16 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -15,9 +15,6 @@ name: Nightly Sync Main to Dev on: - push: - branches: - - add-nightly-sync-workflow workflow_dispatch: concurrency: From 02238bbf3bedb3baf06d68220cbba0627c99c53b Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Tue, 14 Apr 2026 04:47:21 +0000 Subject: [PATCH 36/57] ci: Phase 4 must wait for final CI run to complete before marking ready --- .github/workflows/nightly-sync-main-to-dev.yml | 10 ++++++++-- 1 file changed, 8 insertions(+), 2 deletions(-) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index da00f69ad16..ce9eebd0dae 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -295,8 +295,14 @@ jobs: ## Phase 4: Mark PR as ready for review - Once all sync-related CI issues are fixed (pre-existing failures - are acceptable): + **Do NOT run `gh pr ready` until the FINAL CI run has completed + and you have verified the results.** "Fixed" means the fix has + been pushed AND the subsequent CI run has finished AND the + previously-failing jobs now pass. Pushing a fix is not enough — + you must wait for CI to confirm it works. + + Once the final CI run completes and the only remaining failures + are pre-existing (not sync-caused): ``` gh pr ready --repo $REPO ``` From df52f5f15d11858928e0ab3d00a6fc8abdcdac9a Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Tue, 14 Apr 2026 04:52:12 +0000 Subject: [PATCH 37/57] ci: ban run_in_background and tail polling, require single foreground Bash loop --- .github/workflows/nightly-sync-main-to-dev.yml | 16 +++++++++++++--- 1 file changed, 13 insertions(+), 3 deletions(-) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index ce9eebd0dae..857e828e29a 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -98,9 +98,19 @@ jobs: You are NOT done until you have run `gh pr ready `. That command is in Phase 4. You cannot reach Phase 4 until CI finishes. CI takes 1-2 hours. You must poll it using a Bash - `while` loop with `sleep 120` between iterations — do NOT use - ScheduleWakeup or any deferred/async mechanism. ScheduleWakeup - will silently end your session. Stay in a synchronous loop. + `while` loop with `sleep 120` between iterations. + + **Banned patterns that will break the workflow:** + - Do NOT use `ScheduleWakeup` — it silently ends your session. + - Do NOT use `run_in_background: true` for polling — background + processes become orphans that hang the GH Actions job forever. + - Do NOT use `tail` on a background task output file in a loop + — this burns turns rapidly for no benefit. + Instead, run a SINGLE foreground `Bash` command with a + `while true; do ...; sleep 120; done` loop that checks the + GitHub API directly. This is one tool call that blocks until + CI completes. + Do NOT exit after creating the PR or triggering CI — that is only Phase 2 out of 4. You have 1000 turns and 6 hours. From e52c53cd2e80a1631ba2accbca337996af5d896e Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Tue, 14 Apr 2026 05:09:53 +0000 Subject: [PATCH 38/57] ci: require empirical verification of pre-existing failures against recent dev CI --- .../workflows/nightly-sync-main-to-dev.yml | 32 ++++++++++++------- 1 file changed, 21 insertions(+), 11 deletions(-) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index 857e828e29a..6d01bf01bcc 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -287,19 +287,29 @@ jobs: run to finish. - Repeat until all fixable issues are resolved. - **Handling pre-existing failures:** - If a test failure is NOT caused by the sync (i.e. the same test code - and function signatures exist identically on `dev` or `main` and the - failure would reproduce there too), do NOT attempt to fix it. Instead: - 1. Verify it is pre-existing by comparing the test file and the code - it calls between `origin/main`, `origin/dev`, and your branch. - 2. Note the failure as pre-existing and move on. - 3. After the CI run completes, update the PR description with a + **Handling pre-existing failures — VERIFY, do not assume:** + Do NOT lazily label a failure as "pre-existing." You MUST prove + it by checking actual CI results from recent dev PRs: + 1. Run: `gh pr list --repo $REPO --base dev --state merged --limit 3` + to find recently merged dev PRs. + 2. Run: `gh pr checks --repo $REPO` on one of them + and check if the SAME test bucket that failed on your sync + also failed on the recent dev PR. + 3. If the test **passes on recent dev CI**, the failure is + sync-caused — you must fix it. Common cause: taking main's + `pyproject.toml`/`uv.lock` changes the container's dependency + versions (e.g. TransformerEngine), breaking dev-only code. + In this case, the fix may require keeping dev's dependency + versions or adjusting the code. + 4. Only if the test **also fails on recent dev CI** can you + classify it as pre-existing. Document it with the dev PR + number and CI run as evidence. + 5. After the CI run completes, update the PR description with a section titled "Pre-existing test failures (NOT caused by this sync)" documenting each such failure: the test name, the error - message, and the evidence that it is pre-existing. - 4. Also comment on the PR summarizing these pre-existing failures so - reviewers are aware. + message, the dev PR number checked, and whether it also failed + there. + 6. Also comment on the PR summarizing these findings. --- From 42abd3ee45a0ded7874c64be722cecbcb40e3527 Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Tue, 14 Apr 2026 05:29:40 +0000 Subject: [PATCH 39/57] =?UTF-8?q?ci:=20refactor=20sync=20prompt=20?= =?UTF-8?q?=E2=80=94=20move=20domain=20knowledge=20to=20skill=20file,=20ke?= =?UTF-8?q?ep=20guardrails=20in=20prompt?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit The workflow prompt was 270 lines and growing. Split into: - Slim prompt (~35 lines): exit condition, banned patterns, CI polling constraints, pre-existing failure verification, Phase 4 gate - Skill file (.claude/skills/nightly-sync/SKILL.md): merge strategy, squash-merge chain detection, file overrides, data_schedule.py handling, formatting steps, CI architecture, common issues, investigation procedures Guardrails stay in the prompt (always visible to the model). Domain knowledge moves to the skill file (read once at start, easier to maintain). --- .claude/skills/nightly-sync/SKILL.md | 208 +++++++++++++ .../workflows/nightly-sync-main-to-dev.yml | 273 ++---------------- 2 files changed, 232 insertions(+), 249 deletions(-) create mode 100644 .claude/skills/nightly-sync/SKILL.md diff --git a/.claude/skills/nightly-sync/SKILL.md b/.claude/skills/nightly-sync/SKILL.md new file mode 100644 index 00000000000..620f63627ce --- /dev/null +++ b/.claude/skills/nightly-sync/SKILL.md @@ -0,0 +1,208 @@ +--- +name: nightly-sync +description: Domain knowledge for the nightly main-to-dev sync workflow. Covers merge strategy, CI architecture, failure investigation, and known issues. +--- + +# Nightly Sync: Main to Dev + +This skill is read by the automated sync bot during the nightly-sync-main-to-dev +workflow. It contains all domain knowledge for merging main into dev, resolving +conflicts, iterating on CI, and shipping the PR. + +--- + +## Phase 1: Create the Sync Branch and Merge + +### Branch Setup + +1. Create branch `$BRANCH` from `origin/dev` +2. Merge: `git merge origin/main -X theirs --no-edit` +3. If conflicts remain (e.g. add/add), resolve by favoring main + +### Preserving Dev-Only Additions + +Do NOT blanket-override all shared files with main's version. Dev has features +not yet in main (new classes, new modules, new tests). The merge preserves both +sides' non-conflicting additions — only intervene where there is an actual +conflict. + +### Squash-Merge Chain Detection + +Dev often develops features as a chain of PRs (PR1 → PR2 → PR3) where each +builds on the last. When PR1 is squash-merged to main, git sees main's squashed +version and dev's original commits as unrelated changes. `-X theirs` will pick +main's PR1 code and silently discard PR2/PR3's improvements on dev. + +After the merge, check for this pattern: + +1. For each file where `-X theirs` resolved a conflict, run + `git log --oneline origin/dev -- ` to see if dev has commits that + came AFTER the code main is bringing in. +2. If dev has follow-up commits (bug fixes, refactors, extensions), **favor + dev's version** for those sections. +3. If the conflict is just main bringing in a clean copy of what dev already + has (no follow-ups), main's version is fine. + +Practical check: run `git diff origin/dev -- ` on conflicted files. If +dev's code was removed or reverted, investigate whether dev's version is the +more evolved one. + +### Files to Override from Main + +These files have known semantic conflicts where dev's versions reference args +or APIs that main removed or renamed. Take main's version with +`git checkout origin/main -- `: + +- `pyproject.toml` and `uv.lock` — lock-file consistency for container build +- `docker/Dockerfile.ci.dev` — build compatibility +- `megatron/training/training.py` — references dev-only args +- `megatron/training/initialize.py` — references dev-only args +- `megatron/training/utils.py` — references dev-only args +- `megatron/training/datasets/data_samplers.py` — references dev-only args +- `megatron/core/optimizer/layer_wise_optimizer.py` — constructor signature + +**Important:** Taking main's `pyproject.toml`/`uv.lock` changes the container's +dependency versions. This can break dev-only code that depends on newer library +versions (e.g. TransformerEngine features). If CI failures trace back to version +mismatches, you may need to keep dev's dependency versions for specific packages. + +### Special Handling: data_schedule.py + +Main and dev have completely different classes in this file: +- Main: `HybridCPDataLoaderWrapper` (imported by main's `training.py`) +- Dev: `BasePackingScheduler`, `DpBalancedScheduler`, + `DefaultDynamicCPScheduler`, `wrap_data_iterator`, + `get_batch_on_this_rank_for_sequence_packing` (imported by `pretrain_gpt.py` + and tests) + +**Do NOT take either version wholesale.** Keep dev's file and append main's +`HybridCPDataLoaderWrapper` class (plus any missing imports like +`BalancedCPScheduler`, `Any`, `List`) at the end. + +### Restore Deleted Files + +Compare `git ls-tree` between `origin/main` and HEAD to find files in main +that are missing from the merged tree. For each: +- **Restore** if main's code imports/references it (check with `grep -r`) +- **Do NOT restore** if dev intentionally deleted it — check + `git log origin/dev -- ` for the deletion commit + +### Formatting + +Run on ALL changed Python files (relative to `origin/dev`), in this order: + +1. `black` (version 24, `--config pyproject.toml`) +2. `isort` +3. Order matters: black first, then isort — reverse order can undo isort's work +4. `pylint` on changed `megatron/core/` files — fix missing-docstring and + line-too-long violations before pushing + +### Commit and Push + +Commit everything and push the branch. + +--- + +## Phase 2: Create the Draft PR + +- Title: `chore: nightly sync main into dev ($DATE)` +- Body: describe what was synced, how conflicts were resolved, that CI will + be iterated on automatically +- Create as **draft**: `gh pr create --draft` +- Save the PR number for later phases + +--- + +## Phase 3: CI Iteration + +### CI Architecture + +- **`Nemo_CICD_Test`** is a downstream gate job aggregating unit test, + integration test, and other results. If it fails, investigate the upstream + jobs it depends on — do NOT debug the gate itself. +- **Integration tests** (H100, GB200) may be skipped for non-maintainer PRs. + This is expected; the `Nemo_CICD_Test` gate will fail as a result. +- **`tests/unit_tests/conftest.py`** imports from `megatron.training.training`, + so a broken import in `training.py` (or anything it transitively imports) + cascades to fail ALL test suites. If every test job fails with ImportError, + check the training.py import chain first. + +### Trigger and Poll + +1. Comment on PR: `/ok to test ` +2. Find CI run: `gh run list --json` filtered by + `headBranch == "pull-request/"` (no `--branch` flag available) +3. Poll with a foreground Bash while-loop (`sleep 120`) using: + `gh api repos/$REPO/actions/runs//jobs?per_page=100` +4. As soon as ANY job fails, investigate immediately — don't wait for the + full run. Other jobs continue in parallel while you diagnose and fix. + +### Failure Investigation + +1. Fetch logs: `gh api repos/$REPO/actions/jobs//logs` +2. Grep for: `ImportError`, `ModuleNotFoundError`, `FAILED`, + `would reformat`, `line-too-long`, `Traceback` +3. Read the error, understand root cause, fix the code + +### Common Issues + +- **ImportError for a class/module:** Dev test imports a class from a file + where we took main's version. Restore only the missing class/function — + not the entire file. If a file's classes are completely different between + main and dev, keep both sets of code. +- **Formatting failures (black/pylint):** Run `black --config pyproject.toml` + on offending files. For pylint long-line or missing-docstring, edit directly. +- **Circular imports:** `isort` can reorder imports in a way that introduces + circular dependencies (e.g. `megatron/legacy/model/__init__.py`). Check + `git diff` on `__init__.py` files to see if import order changed. +- **Dependency version mismatches:** Taking main's `pyproject.toml`/`uv.lock` + can change library versions in the CI container. Dev-only code may depend on + newer versions (e.g. TransformerEngine's `single_grouped_weight`). If failures + trace to missing kwargs or changed APIs in third-party libs, this is the cause. + +### Pre-Existing Failure Verification + +**You MUST empirically verify before classifying any failure as pre-existing.** + +1. `gh pr list --repo $REPO --base dev --state merged --limit 3` +2. `gh pr checks --repo $REPO` on a recently merged dev PR +3. If the same test bucket **passes on recent dev CI** → the failure is + sync-caused. You must fix it. +4. Only if the test **also fails on recent dev CI** can you classify it as + pre-existing. Document with the dev PR number and CI run as evidence. + +### Fix and Re-trigger + +- Fix sync-caused failures, commit, push +- Re-trigger CI immediately (`/ok to test `) +- Don't wait for the rest of the current run to finish +- Repeat until all fixable issues are resolved + +--- + +## Phase 4: Mark PR Ready + +Only after the FINAL CI run has **completed** and previously-failing jobs +now **pass** (or are empirically verified as pre-existing): + +``` +gh pr ready --repo $REPO +``` + +"Fixed" means the fix was pushed AND the CI run finished AND the job passes. +Pushing a fix is not enough — wait for confirmation. + +Comment on PR confirming which checks passed, listing any pre-existing +failures with evidence (dev PR number + CI result), and stating it is ready +for human review. + +--- + +## Rules + +- Prioritize main over dev on genuine conflicts. Preserve dev-only additions + that do not conflict. +- CI triggers via comment: `/ok to test ` +- CI runs appear on branch `pull-request/` +- Git committer identity: `svcnvidia-nemo-ci` +- After editing imports, run `isort` on those files diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index 6d01bf01bcc..cd195a39aa2 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -90,266 +90,41 @@ jobs: anthropic_api_key: ${{ secrets.ANTHROPIC_API_KEY }} github_token: ${{ secrets.PAT }} prompt: | - You are an automated sync bot. Your job is to merge `main` into `dev`, - create a PR, ensure all CI tests pass (fixing any failures), and mark - the PR as ready for review. - - **CRITICAL: Your exit condition is running `gh pr ready`.** - You are NOT done until you have run `gh pr ready `. - That command is in Phase 4. You cannot reach Phase 4 until CI - finishes. CI takes 1-2 hours. You must poll it using a Bash - `while` loop with `sleep 120` between iterations. - - **Banned patterns that will break the workflow:** - - Do NOT use `ScheduleWakeup` — it silently ends your session. - - Do NOT use `run_in_background: true` for polling — background - processes become orphans that hang the GH Actions job forever. - - Do NOT use `tail` on a background task output file in a loop - — this burns turns rapidly for no benefit. - Instead, run a SINGLE foreground `Bash` command with a - `while true; do ...; sleep 120; done` loop that checks the - GitHub API directly. This is one tool call that blocks until - CI completes. - - Do NOT exit after creating the PR or triggering CI — that is - only Phase 2 out of 4. You have 1000 turns and 6 hours. + You are an automated sync bot. Merge `main` into `dev`, create a + PR, ensure CI passes (fixing failures), and mark the PR ready. + There are 4 phases. You are NOT done until Phase 4 completes. REPO: ${{ github.repository }} BRANCH: ${{ steps.vars.outputs.branch }} DATE: ${{ steps.vars.outputs.date }} - Read `.claude/skills/build-and-test/SKILL.md` and `CLAUDE.md` first to - understand the project's CI pipeline, testing infrastructure, and - contribution guidelines. - - --- - - ## Phase 1: Create the sync branch and merge - - Create a branch named `$BRANCH` from `origin/dev` and merge - `origin/main` into it. - - **Merge strategy:** - - Use `git merge origin/main -X theirs --no-edit` so that main wins on - textual conflicts. - - If any conflicts remain unresolved (e.g. add/add), read each - conflicted file, understand both sides, and resolve by favoring main. - - **Do NOT blanket-override all shared files with main's version.** - Dev has features that are not yet in main (new classes, new modules, - new tests). The git merge preserves both sides' non-conflicting - additions, which is correct. Only intervene where there is an actual - conflict. - - **Beware of squash-merge chains (favor dev when it has follow-ups):** - Dev often develops features as a chain of PRs (PR1 → PR2 → PR3) - where each builds on the last. When PR1 is squash-merged to main, - git sees main's squashed version and dev's original commits as - unrelated changes to the same lines. `-X theirs` will then pick - main's PR1 code and silently discard PR2/PR3's improvements on dev. - - After the merge, check for this pattern: - 1. For each file where `-X theirs` resolved a conflict, run - `git log --oneline origin/dev -- ` to see if dev has - commits that came AFTER the code main is bringing in. - 2. If dev has follow-up commits (e.g. bug fixes, refactors, or - extensions to the feature), **favor dev's version** for those - specific sections — the follow-ups are more recent and - intentional. - 3. If the conflict is just main bringing in a clean copy of what - dev already has (no follow-ups), main's version is fine. - - In practice: after the merge completes, run - `git diff origin/dev -- ` on any file that had conflicts. - If the diff shows dev's code was removed or reverted, investigate - whether dev's version is the more evolved one. - - **After merging, take main's version ONLY for these specific files** - that are known to have semantic conflicts (dev's versions reference - args/APIs that main removed or renamed): - - `pyproject.toml` and `uv.lock` (lock-file consistency for container build) - - `docker/Dockerfile.ci.dev` (build compatibility) - - `megatron/training/training.py` (references dev-only args) - - `megatron/training/initialize.py` (references dev-only args) - - `megatron/training/utils.py` (references dev-only args) - - `megatron/training/datasets/data_samplers.py` (references dev-only args) - - `megatron/core/optimizer/layer_wise_optimizer.py` (constructor signature) - - Use: `git checkout origin/main -- ` for each. - - **Special handling for `megatron/core/datasets/data_schedule.py`:** - Main and dev have completely different classes in this file. Main has - `HybridCPDataLoaderWrapper` (imported by main's `training.py`). Dev - has `BasePackingScheduler`, `DpBalancedScheduler`, - `DefaultDynamicCPScheduler`, `wrap_data_iterator`, and - `get_batch_on_this_rank_for_sequence_packing` (imported by - `pretrain_gpt.py` and `tests/unit_tests/test_sequence_packing.py`). - **Do NOT take either version wholesale.** Instead, keep dev's file - and append main's `HybridCPDataLoaderWrapper` class (plus any - missing imports like `BalancedCPScheduler`, `Any`, `List`) at the - end. Then run `black` and `isort` on the result. - - **Restore files that exist in main but were deleted/renamed in dev:** - Compare `git ls-tree` between `origin/main` and HEAD, and restore any - files from main that are missing (e.g. `hybrid_cp_schedule.py`). - - Run `black` (version 24, with `--config pyproject.toml`) on **all** - changed Python files (relative to `origin/dev`) to fix formatting. - Then run `isort` on the same set of files. Order matters: black - first, then isort — running them in the wrong order can undo - isort's work. - - **After formatting, run pylint on all changed `megatron/core/` files** - to catch missing-docstring and line-too-long violations before - pushing. Fix any violations found — e.g. the merge often introduces - pylint issues in `megatron/core/optimizer/grad_scaler.py` (missing - docstrings on abstract methods, long lines in docstrings). - - Commit everything and push the branch. - - --- - - ## Phase 2: Create the PR - - Create a **draft** PR targeting `dev`: - - Title: `chore: nightly sync main into dev ($DATE)` - - Body: describe what was synced, how conflicts were resolved, and - that CI will be iterated on automatically. - - Save the PR number. - - --- - - ## Phase 3: Trigger CI and iterate until all tests pass - - **Important CI architecture notes:** - - `Nemo_CICD_Test` is a downstream **gate job** that aggregates - results from unit tests, integration tests, and other jobs. If - it fails, investigate the upstream jobs it depends on — do NOT - debug `Nemo_CICD_Test` itself. - - Integration tests (H100, GB200) may be skipped for non-maintainer - PRs. This is expected; the `Nemo_CICD_Test` gate will fail as a - result, but that is not a sync issue. - - `tests/unit_tests/conftest.py` imports from - `megatron.training.training`, so a single broken import in - `training.py` (or anything it transitively imports) will cascade - and fail **ALL** test suites. If you see every test job failing - with an `ImportError`, check the import chain from `training.py` - first. - - Loop: - 1. Get the HEAD commit SHA and comment on the PR: - `/ok to test ` - 2. Find the CI run: use `gh run list` with `--json` and filter - for `headBranch == "pull-request/"` (note: `gh run - list` does not support a `--branch` flag). - 3. **Poll for failures every 2 minutes using a Bash while-loop - with `sleep 120`.** Do NOT use ScheduleWakeup — it will end - your session. Write a synchronous polling loop like: - ``` - while true; do - JOBS=$(gh api repos/$REPO/actions/runs/$RUN_ID/jobs?per_page=100) - # check for failures and completion - sleep 120 - done - ``` - Use `gh api repos/$REPO/actions/runs//jobs?per_page=100` - and check for jobs with `conclusion == "failure"`. - As soon as you see ANY failed job, immediately investigate it - (see step 5). Do not wait for remaining jobs — they will keep - running in CI while you diagnose and fix. The goal is to - overlap investigation with CI execution so you can push a fix - and re-trigger before the full run even finishes. - 4. If all jobs **succeeded** → go to Phase 4. - 5. If any job **failed** → investigate and fix immediately: - - Fetch the failed job's logs via - `gh api repos/$REPO/actions/jobs//logs`. - - Grep for `ImportError`, `ModuleNotFoundError`, `FAILED`, - `would reformat`, `line-too-long`, `Traceback`, etc. - - Read the error, understand the root cause, and fix the code. - - Common issues from this sync: - - **ImportError for a class/module**: A dev-only test imports a - class from a shared file where we took main's version. Fix by - checking whether the class was moved, renamed, or needs to be - kept from dev's version of that file. Be surgical — restore only - the missing class/function, not the entire file. If a file's - classes are completely different between main and dev (like - `data_schedule.py`), take main's version entirely and note it - as a new override candidate for Phase 1. - - **black / pylint formatting**: Run `black --config pyproject.toml` - on the offending files. For pylint long-line or - missing-docstring, edit the file directly. - - **Test assertion failures**: Read the test and the code under - test. Fix the code or the test as appropriate. - - If the failure is pre-existing (see below), note it and - continue polling for other failures. - - If the failure is sync-caused, fix it, commit, push, and - re-trigger CI immediately — do not wait for the rest of the - run to finish. - - Repeat until all fixable issues are resolved. - - **Handling pre-existing failures — VERIFY, do not assume:** - Do NOT lazily label a failure as "pre-existing." You MUST prove - it by checking actual CI results from recent dev PRs: - 1. Run: `gh pr list --repo $REPO --base dev --state merged --limit 3` - to find recently merged dev PRs. - 2. Run: `gh pr checks --repo $REPO` on one of them - and check if the SAME test bucket that failed on your sync - also failed on the recent dev PR. - 3. If the test **passes on recent dev CI**, the failure is - sync-caused — you must fix it. Common cause: taking main's - `pyproject.toml`/`uv.lock` changes the container's dependency - versions (e.g. TransformerEngine), breaking dev-only code. - In this case, the fix may require keeping dev's dependency - versions or adjusting the code. - 4. Only if the test **also fails on recent dev CI** can you - classify it as pre-existing. Document it with the dev PR - number and CI run as evidence. - 5. After the CI run completes, update the PR description with a - section titled "Pre-existing test failures (NOT caused by this - sync)" documenting each such failure: the test name, the error - message, the dev PR number checked, and whether it also failed - there. - 6. Also comment on the PR summarizing these findings. - - --- + Read `.claude/skills/nightly-sync/SKILL.md` for the detailed + merge strategy, CI architecture, failure investigation procedures, + and known issues. Also read `.claude/skills/build-and-test/SKILL.md` + and `CLAUDE.md` for general CI and contribution guidelines. - ## Phase 4: Mark PR as ready for review + ## Hard Constraints - **Do NOT run `gh pr ready` until the FINAL CI run has completed - and you have verified the results.** "Fixed" means the fix has - been pushed AND the subsequent CI run has finished AND the - previously-failing jobs now pass. Pushing a fix is not enough — - you must wait for CI to confirm it works. + **Exit condition:** You MUST run `gh pr ready ` before + exiting. That command is Phase 4. Do NOT exit after Phase 2 or 3. - Once the final CI run completes and the only remaining failures - are pre-existing (not sync-caused): - ``` - gh pr ready --repo $REPO - ``` - Comment on the PR confirming which checks passed, listing any - pre-existing failures that remain, and stating it is ready for - human review. + **CI polling:** Use a SINGLE foreground Bash `while true` loop + with `sleep 120` that calls `gh api` to check job status. One + tool call that blocks until CI completes or a failure is found. - --- + **Banned patterns (will break the workflow):** + - `ScheduleWakeup` — silently ends your session + - `run_in_background: true` for polling — orphans hang the job + - `tail` on background task output in a loop — burns turns - ## Rules + **Pre-existing failures:** MUST verify against recent dev CI + before classifying any failure as pre-existing. Run + `gh pr checks` on a recently merged dev PR. If the test passes + on dev, the failure is sync-caused and you must fix it. - - **Do NOT exit until Phase 4 is complete.** You must stay alive - through the entire CI cycle: trigger CI, poll until every job - finishes, fix any sync-caused failures, re-trigger, and repeat. - Only exit after you have marked the PR as ready (or documented - all remaining failures as pre-existing). Triggering CI and - walking away is NOT acceptable — the whole point of this - workflow is automated end-to-end delivery. - - **Prioritize main over dev** when there is a genuine conflict between - the two. But preserve dev-only additions (new files, new classes, new - tests) that do not conflict with main. - - Keep fixing and retrying sync-related issues until they pass. - For pre-existing failures, document them and move on (see Phase 3). - - The CI pipeline triggers when you comment "/ok to test ". - - CI runs appear on the `pull-request/` branch. - - The git committer identity is `svcnvidia-nemo-ci`. - - After editing imports, run `isort` on those files. + **Phase 4 gate:** Do NOT run `gh pr ready` until the FINAL CI + run has completed AND previously-failing jobs now pass. Pushing + a fix is not enough — wait for CI to confirm. show_full_output: true claude_args: | --allowedTools "Bash,Read,Edit,Write,Grep,Glob,Agent" From 5768a69bcc413876c6f27b929525be56adaea88a Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Tue, 14 Apr 2026 05:32:42 +0000 Subject: [PATCH 40/57] ci: add PR body format, deleted file heuristic, and direct-push rule to skill file --- .claude/skills/nightly-sync/SKILL.md | 21 +++++++++++++++++---- 1 file changed, 17 insertions(+), 4 deletions(-) diff --git a/.claude/skills/nightly-sync/SKILL.md b/.claude/skills/nightly-sync/SKILL.md index 620f63627ce..19d21facac0 100644 --- a/.claude/skills/nightly-sync/SKILL.md +++ b/.claude/skills/nightly-sync/SKILL.md @@ -83,9 +83,12 @@ Main and dev have completely different classes in this file: Compare `git ls-tree` between `origin/main` and HEAD to find files in main that are missing from the merged tree. For each: -- **Restore** if main's code imports/references it (check with `grep -r`) +- **Restore** if main's code imports/references it and would break without it + (e.g. `hybrid_cp_schedule.py` if `data_schedule.py` imports from it) - **Do NOT restore** if dev intentionally deleted it — check - `git log origin/dev -- ` for the deletion commit + `git log origin/dev -- ` for the deletion commit to understand intent +- When in doubt, check whether any file in the merged tree imports from the + missing file. If nothing imports it, skip it. ### Formatting @@ -106,9 +109,16 @@ Commit everything and push the branch. ## Phase 2: Create the Draft PR - Title: `chore: nightly sync main into dev ($DATE)` -- Body: describe what was synced, how conflicts were resolved, that CI will - be iterated on automatically - Create as **draft**: `gh pr create --draft` +- Body should include: + 1. Summary of what was synced (number of commits from main) + 2. List of files where main's version was taken over the merge + 3. List of files that were deleted in dev but restored (and why) + 4. The remerge-diff output (`git show --remerge-diff HEAD` on the merge + commit) so reviewers can inspect ONLY the conflict resolutions. If the + output is very long, summarize conflicts by file and put the full diff + in a collapsed `
` block. If git is too old for `--remerge-diff`, + note the git version and describe the merge strategy used instead. - Save the PR number for later phases --- @@ -206,3 +216,6 @@ for human review. - CI runs appear on branch `pull-request/` - Git committer identity: `svcnvidia-nemo-ci` - After editing imports, run `isort` on those files +- **Push directly to NVIDIA/Megatron-LM** (not a fork). The bot uses a PAT + with write access. CLAUDE.md says "never push directly" but that rule is + for human contributors — the sync bot is an exception. From bf360c123279b8598e7ac7b2ccd14749c8c8041e Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Tue, 14 Apr 2026 05:37:38 +0000 Subject: [PATCH 41/57] ci: temp push trigger --- .github/workflows/nightly-sync-main-to-dev.yml | 3 +++ 1 file changed, 3 insertions(+) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index cd195a39aa2..b9baea79e2b 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -15,6 +15,9 @@ name: Nightly Sync Main to Dev on: + push: + branches: + - add-nightly-sync-workflow workflow_dispatch: concurrency: From 29e9ec48330e5283fa29e37fd541f5ab6426d43f Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Tue, 14 Apr 2026 05:38:45 +0000 Subject: [PATCH 42/57] ci: remove push trigger --- .github/workflows/nightly-sync-main-to-dev.yml | 3 --- 1 file changed, 3 deletions(-) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index b9baea79e2b..cd195a39aa2 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -15,9 +15,6 @@ name: Nightly Sync Main to Dev on: - push: - branches: - - add-nightly-sync-workflow workflow_dispatch: concurrency: From 50d20c57b243561ded84ba33c0c1bb0eacbd885e Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Tue, 14 Apr 2026 17:58:29 +0000 Subject: [PATCH 43/57] =?UTF-8?q?ci:=20skill=20file=20=E2=80=94=20do=20NOT?= =?UTF-8?q?=20take=20main's=20uv.lock,=20keep=20dev's?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .claude/skills/nightly-sync/SKILL.md | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/.claude/skills/nightly-sync/SKILL.md b/.claude/skills/nightly-sync/SKILL.md index 19d21facac0..a4f8104980c 100644 --- a/.claude/skills/nightly-sync/SKILL.md +++ b/.claude/skills/nightly-sync/SKILL.md @@ -53,7 +53,7 @@ These files have known semantic conflicts where dev's versions reference args or APIs that main removed or renamed. Take main's version with `git checkout origin/main -- `: -- `pyproject.toml` and `uv.lock` — lock-file consistency for container build +- `pyproject.toml` — dependency declarations for container build - `docker/Dockerfile.ci.dev` — build compatibility - `megatron/training/training.py` — references dev-only args - `megatron/training/initialize.py` — references dev-only args @@ -61,10 +61,11 @@ or APIs that main removed or renamed. Take main's version with - `megatron/training/datasets/data_samplers.py` — references dev-only args - `megatron/core/optimizer/layer_wise_optimizer.py` — constructor signature -**Important:** Taking main's `pyproject.toml`/`uv.lock` changes the container's -dependency versions. This can break dev-only code that depends on newer library -versions (e.g. TransformerEngine features). If CI failures trace back to version -mismatches, you may need to keep dev's dependency versions for specific packages. +**IMPORTANT: Do NOT take main's `uv.lock`.** Keep dev's `uv.lock`. Main's +lockfile is missing dev-only dependencies (e.g. `fast-hadamard-transform`, +correct TransformerEngine revision) and manually splicing entries is fragile +and error-prone. Dev's lockfile is the only one that works with dev's code. +`uv.lock` cannot be regenerated without a CUDA environment. ### Special Handling: data_schedule.py From 7f010467f7ea447df6227f24a7219b987b68ab8b Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Tue, 14 Apr 2026 18:01:28 +0000 Subject: [PATCH 44/57] =?UTF-8?q?ci:=20skill=20file=20=E2=80=94=20keep=20d?= =?UTF-8?q?ev's=20pyproject.toml=20AND=20uv.lock,=20never=20manually=20edi?= =?UTF-8?q?t=20uv.lock?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .claude/skills/nightly-sync/SKILL.md | 16 ++++++++++------ 1 file changed, 10 insertions(+), 6 deletions(-) diff --git a/.claude/skills/nightly-sync/SKILL.md b/.claude/skills/nightly-sync/SKILL.md index a4f8104980c..6013994452b 100644 --- a/.claude/skills/nightly-sync/SKILL.md +++ b/.claude/skills/nightly-sync/SKILL.md @@ -53,7 +53,6 @@ These files have known semantic conflicts where dev's versions reference args or APIs that main removed or renamed. Take main's version with `git checkout origin/main -- `: -- `pyproject.toml` — dependency declarations for container build - `docker/Dockerfile.ci.dev` — build compatibility - `megatron/training/training.py` — references dev-only args - `megatron/training/initialize.py` — references dev-only args @@ -61,11 +60,16 @@ or APIs that main removed or renamed. Take main's version with - `megatron/training/datasets/data_samplers.py` — references dev-only args - `megatron/core/optimizer/layer_wise_optimizer.py` — constructor signature -**IMPORTANT: Do NOT take main's `uv.lock`.** Keep dev's `uv.lock`. Main's -lockfile is missing dev-only dependencies (e.g. `fast-hadamard-transform`, -correct TransformerEngine revision) and manually splicing entries is fragile -and error-prone. Dev's lockfile is the only one that works with dev's code. -`uv.lock` cannot be regenerated without a CUDA environment. +**IMPORTANT: Do NOT take main's `pyproject.toml` or `uv.lock`.** These two +files must stay consistent with each other and with dev's codebase. Main's +versions are missing dev-only dependencies (e.g. `fast-hadamard-transform`, +correct TransformerEngine revision, `nv-grouped-gemm`). `uv.lock` cannot +be regenerated without a CUDA environment, and manually editing it is +fragile. Keep dev's versions of both files. + +**NEVER manually edit `uv.lock`.** It is a machine-generated lockfile. If +it needs to change, it must be regenerated with `uv lock` inside a CUDA +container (see `.claude/skills/build-and-test/SKILL.md`). ### Special Handling: data_schedule.py From 33387c6553831708e07a92b7e7eb99d011ef772b Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Tue, 14 Apr 2026 21:58:53 +0000 Subject: [PATCH 45/57] =?UTF-8?q?ci:=20skill=20file=20=E2=80=94=20Dockerfi?= =?UTF-8?q?le.ci.dev=20joins=20pyproject.toml=20and=20uv.lock=20as=20keep-?= =?UTF-8?q?from-dev?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .claude/skills/nightly-sync/SKILL.md | 15 ++++++++------- 1 file changed, 8 insertions(+), 7 deletions(-) diff --git a/.claude/skills/nightly-sync/SKILL.md b/.claude/skills/nightly-sync/SKILL.md index 6013994452b..c3693fd60bd 100644 --- a/.claude/skills/nightly-sync/SKILL.md +++ b/.claude/skills/nightly-sync/SKILL.md @@ -53,19 +53,20 @@ These files have known semantic conflicts where dev's versions reference args or APIs that main removed or renamed. Take main's version with `git checkout origin/main -- `: -- `docker/Dockerfile.ci.dev` — build compatibility - `megatron/training/training.py` — references dev-only args - `megatron/training/initialize.py` — references dev-only args - `megatron/training/utils.py` — references dev-only args - `megatron/training/datasets/data_samplers.py` — references dev-only args - `megatron/core/optimizer/layer_wise_optimizer.py` — constructor signature -**IMPORTANT: Do NOT take main's `pyproject.toml` or `uv.lock`.** These two -files must stay consistent with each other and with dev's codebase. Main's -versions are missing dev-only dependencies (e.g. `fast-hadamard-transform`, -correct TransformerEngine revision, `nv-grouped-gemm`). `uv.lock` cannot -be regenerated without a CUDA environment, and manually editing it is -fragile. Keep dev's versions of both files. +**IMPORTANT: Do NOT take main's `pyproject.toml`, `uv.lock`, or +`docker/Dockerfile.ci.dev`.** These three files are a tightly coupled +triple — the Dockerfile's `uv sync` command must match the dependency +groups in `pyproject.toml`, and `uv.lock` must be consistent with both. +Main's versions are missing dev-only dependencies (e.g. +`fast-hadamard-transform`, correct TransformerEngine revision) and the +`--group no_pypi_wheels` flag needed to install them. Keep dev's versions +of all three files. **NEVER manually edit `uv.lock`.** It is a machine-generated lockfile. If it needs to change, it must be regenerated with `uv lock` inside a CUDA From 1844bb008b39497e6bba9785ad3a21c8dde0c7c1 Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Tue, 14 Apr 2026 22:21:13 +0000 Subject: [PATCH 46/57] fix: take dev's pyproject.toml, uv.lock, and Dockerfile.ci.dev Only change from dev: nemo-run revision kept at main's (17ae86b6) because dev's (01a9a8ba) has a TOML parse error with uv 0.7.2. uv.lock regenerated in nvcr.io/nvidia/pytorch:26.02-py3 container. --- docker/Dockerfile.ci.dev | 10 +- pyproject.toml | 38 +- uv.lock | 3662 ++++++++++++++++++++++++-------------- 3 files changed, 2303 insertions(+), 1407 deletions(-) diff --git a/docker/Dockerfile.ci.dev b/docker/Dockerfile.ci.dev index 7a8b69c1297..7f3a5c0552a 100644 --- a/docker/Dockerfile.ci.dev +++ b/docker/Dockerfile.ci.dev @@ -16,7 +16,7 @@ ENV UV_LINK_MODE=copy RUN bash -ex <<"EOF" apt-get update - apt-get install -y --no-install-recommends gettext python3-venv psmisc uuid-runtime + apt-get install -y --no-install-recommends gettext python3-venv psmisc uuid-runtime apt-get clean python -m venv /opt/jet ARCH=$(uname -m) @@ -31,17 +31,21 @@ RUN bash -ex <<"EOF" curl -LsSf https://astral.sh/uv/${UV_VERSION}/install.sh | sh EOF +RUN ln -sf /usr/local/cuda/targets/x86_64-linux/include/cuda \ + /usr/local/include/cuda +RUN find /usr/local/cuda -name "utility" 2>/dev/null | head -5 && \ + ls /usr/local/cuda/targets/x86_64-linux/include/ | head -20 + COPY README.md pyproject.toml uv.lock /workspace/ COPY megatron/core/__init__.py /workspace/megatron/core/ COPY megatron/core/package_info.py /workspace/megatron/core/ ARG IMAGE_TYPE=dev -ENV NVTE_BUILD_NUM_PHILOX_ROUNDS=3 RUN --mount=type=cache,target=/root/.cache/uv \ bash -ex <<"EOF" export NVTE_CUDA_ARCHS="80;90;100" uv venv ${UV_PROJECT_ENVIRONMENT} --system-site-packages uv sync --only-group build - uv sync --extra ${IMAGE_TYPE} --extra mlm --link-mode copy --locked \ + uv sync --extra ${IMAGE_TYPE} --extra mlm --group no_pypi_wheels --link-mode copy --locked \ --no-install-package torch \ --no-install-package torchvision \ --no-install-package triton \ diff --git a/pyproject.toml b/pyproject.toml index 2070dbbfcb9..36427cbceb9 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -8,12 +8,7 @@ build-backend = "setuptools.build_meta" include-package-data = true [tool.setuptools.packages.find] -include = [ - "megatron.core", - "megatron.core.*", - "megatron.training", - "megatron.training.*", -] +include = ["megatron.core", "megatron.core.*", "megatron.training", "megatron.training.*"] [tool.setuptools.dynamic] version = { attr = "megatron.core.package_info.__version__" } @@ -23,7 +18,7 @@ readme = { file = "README.md", content-type = "text/markdown" } name = "megatron-core" dynamic = ["version", "readme"] description = "Megatron Core - a library for efficient and scalable training of transformer based models" -requires-python = ">=3.12" +requires-python = ">=3.10" license = { text = "Apache 2.0" } dependencies = ["torch>=2.6.0", "numpy", "packaging>=24.2"] authors = [{ name = "NVIDIA", email = "nemo-toolkit@nvidia.com" }] @@ -89,7 +84,7 @@ mlm = [ dev = [ "nvidia-modelopt[torch]; sys_platform != 'darwin'", - "transformer-engine[pytorch,core_cu13]", + "transformer-engine[pytorch,core_cu13]>=2.9.0a0,<2.12.0", "nvidia-resiliency-ext", "tqdm", "einops~=0.8", @@ -100,18 +95,18 @@ dev = [ "mamba-ssm~=2.2", "causal-conv1d~=1.5", "flash-linear-attention~=0.4.0", + "nv-grouped-gemm~=1.1", "megatron-energon[av_decode]~=6.0", "av", "flashinfer-python~=0.5.0", "wget", "onnxscript", - "fastapi~=0.50", # Forcing a little bit more recent version of fastapi to be compatible with pydantic 2.0 + "fastapi~=0.50", # Forcing a little bit more recent version of fastapi to be compatible with pydantic 2.0 "datasets", - "emerging_optimizers", - "hypercorn", + "emerging_optimizers; python_version >= '3.12'", "quart", + "hypercorn", "openai[aiohttp]", - "orjson", ] lts = [ @@ -123,6 +118,7 @@ lts = [ "opentelemetry-api~=1.33.1", "mamba-ssm~=2.2", "causal-conv1d~=1.5", + "nv-grouped-gemm~=1.1", "megatron-energon[av_decode]~=6.0", "av", "flashinfer-python~=0.5.0", @@ -130,7 +126,7 @@ lts = [ "onnxscript", "fastapi~=0.50", # Forcing a little bit more recent version of fastapi to be compatible with pydantic 2.0 "datasets", - "emerging_optimizers", + "emerging_optimizers; python_version >= '3.12'", ] [dependency-groups] @@ -140,7 +136,6 @@ test = [ "wrapt", "pytest==8.3.5", "pytest-mock", - "mock", "pytest-cov", "pytest-random-order", "pytest-asyncio", @@ -175,16 +170,17 @@ linting = [ "pylint==3.2.6", ] ci = ["python-gitlab", "slack-sdk", "pandas"] -no_pypi_wheels = ["flash_mla", "emerging_optimizers"] +no_pypi_wheels = ["emerging_optimizers; python_version >= '3.12'", "fast-hadamard-transform"] [tool.uv] default-groups = ["linting", "build", "test"] no-build-isolation-package = [ "causal-conv1d", - "flash_mla", + "nv-grouped-gemm", "mamba-ssm", "transformer-engine", "transformer-engine-torch", + "fast-hadamard-transform", ] link-mode = "copy" conflicts = [[{ extra = "lts" }, { extra = "dev" }]] @@ -202,10 +198,10 @@ override-dependencies = [ flash_mla = [ { git = "https://github.com/deepseek-ai/FlashMLA", rev = "9edee0c022cd0938148a18e334203b0aab43aa19" }, ] -transformer-engine = { git = "https://github.com/NVIDIA/TransformerEngine.git", rev = "71bbefbf153418f943640df0f7373625dc93fa46" } +transformer-engine = { git = "https://github.com/NVIDIA/TransformerEngine.git", rev = "5671fd3675906cda1ade26c24a65d3dedd88eb89" } nemo-run = { git = "https://github.com/NVIDIA-NeMo/Run.git", rev = "17ae86b64d7f75653351664f5d8c9e466faede00" } emerging_optimizers = { git = "https://github.com/NVIDIA-NeMo/Emerging-Optimizers.git", rev = "v0.2.0" } -nvidia-resiliency-ext = { git = "https://github.com/NVIDIA/nvidia-resiliency-ext.git", rev = "15a851565a4ce846c04431ecb0cf09903ab4837e" } +fast-hadamard-transform = { git = "https://github.com/Dao-AILab/fast-hadamard-transform.git", rev = "f134af63deb2df17e1171a9ec1ea4a7d8604d5ca" } [tool.isort] profile = "black" # black-compatible @@ -234,7 +230,7 @@ exclude = ''' ''' [tool.pytest.ini_options] -addopts = "--durations=15 -s -rA" +addopts = "--durations=15 -s -rA -x" testpaths = ["tests"] python_files = "test_*.py" markers = [ @@ -247,10 +243,8 @@ markers = [ concurrency = ["thread", "multiprocessing"] omit = [ "/tmp/*", - "/opt/megatron-lm/tests/*", - "/opt/megatron-lm/tools/*", + "/workspace/tests/*", "/usr/local/lib/python3.12/dist-packages/*", - "/opt/megatron-lm/_remote_module_non_scriptable", ] parallel = true sigterm = false diff --git a/uv.lock b/uv.lock index 374d76e6249..9463a065523 100644 --- a/uv.lock +++ b/uv.lock @@ -1,6 +1,6 @@ version = 1 -revision = 2 -requires-python = ">=3.12" +revision = 3 +requires-python = ">=3.10" resolution-markers = [ "python_full_version >= '3.14' and platform_machine != 's390x' and sys_platform == 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", "python_full_version >= '3.14' and platform_machine == 's390x' and sys_platform == 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", @@ -10,16 +10,24 @@ resolution-markers = [ "python_full_version >= '3.14' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", "python_full_version == '3.13.*' and platform_machine != 's390x' and sys_platform == 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", "python_full_version == '3.13.*' and platform_machine == 's390x' and sys_platform == 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", - "python_full_version < '3.13' and platform_machine != 's390x' and sys_platform == 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", - "python_full_version < '3.13' and platform_machine == 's390x' and sys_platform == 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", + "python_full_version == '3.12.*' and platform_machine != 's390x' and sys_platform == 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", + "python_full_version == '3.12.*' and platform_machine == 's390x' and sys_platform == 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", "python_full_version == '3.13.*' and platform_machine != 's390x' and sys_platform == 'emscripten' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", "python_full_version == '3.13.*' and platform_machine == 's390x' and sys_platform == 'emscripten' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", - "python_full_version < '3.13' and platform_machine != 's390x' and sys_platform == 'emscripten' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", - "python_full_version < '3.13' and platform_machine == 's390x' and sys_platform == 'emscripten' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", + "python_full_version == '3.12.*' and platform_machine != 's390x' and sys_platform == 'emscripten' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", + "python_full_version == '3.12.*' and platform_machine == 's390x' and sys_platform == 'emscripten' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", "python_full_version == '3.13.*' and platform_machine != 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", "python_full_version == '3.13.*' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", - "python_full_version < '3.13' and platform_machine != 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", - "python_full_version < '3.13' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", + "python_full_version == '3.12.*' and platform_machine != 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", + "python_full_version == '3.12.*' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", + "python_full_version == '3.11.*' and platform_machine != 's390x' and sys_platform == 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", + "python_full_version == '3.11.*' and platform_machine == 's390x' and sys_platform == 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", + "python_full_version == '3.11.*' and platform_machine != 's390x' and sys_platform == 'emscripten' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", + "python_full_version == '3.11.*' and platform_machine == 's390x' and sys_platform == 'emscripten' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", + "python_full_version == '3.11.*' and platform_machine != 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", + "python_full_version == '3.11.*' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", + "python_full_version < '3.11' and platform_machine != 's390x' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", + "python_full_version < '3.11' and platform_machine == 's390x' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", "python_full_version >= '3.14' and platform_machine != 's390x' and sys_platform == 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", "python_full_version >= '3.14' and platform_machine == 's390x' and sys_platform == 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", "python_full_version >= '3.14' and platform_machine != 's390x' and sys_platform == 'emscripten' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", @@ -27,26 +35,38 @@ resolution-markers = [ "python_full_version >= '3.14' and platform_machine != 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", "python_full_version >= '3.14' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", "python_full_version == '3.13.*' and platform_machine != 's390x' and sys_platform == 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", - "python_full_version < '3.13' and platform_machine != 's390x' and sys_platform == 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", + "python_full_version == '3.12.*' and platform_machine != 's390x' and sys_platform == 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", "python_full_version == '3.13.*' and platform_machine == 's390x' and sys_platform == 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", - "python_full_version < '3.13' and platform_machine == 's390x' and sys_platform == 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", + "python_full_version == '3.12.*' and platform_machine == 's390x' and sys_platform == 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", "python_full_version == '3.13.*' and platform_machine != 's390x' and sys_platform == 'emscripten' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", - "python_full_version < '3.13' and platform_machine != 's390x' and sys_platform == 'emscripten' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", + "python_full_version == '3.12.*' and platform_machine != 's390x' and sys_platform == 'emscripten' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", "python_full_version == '3.13.*' and platform_machine == 's390x' and sys_platform == 'emscripten' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", - "python_full_version < '3.13' and platform_machine == 's390x' and sys_platform == 'emscripten' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", + "python_full_version == '3.12.*' and platform_machine == 's390x' and sys_platform == 'emscripten' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", "python_full_version == '3.13.*' and platform_machine != 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", - "python_full_version < '3.13' and platform_machine != 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", + "python_full_version == '3.12.*' and platform_machine != 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", "python_full_version == '3.13.*' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", - "python_full_version < '3.13' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", + "python_full_version == '3.12.*' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", + "python_full_version == '3.11.*' and platform_machine != 's390x' and sys_platform == 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", + "python_full_version == '3.11.*' and platform_machine == 's390x' and sys_platform == 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", + "python_full_version == '3.11.*' and platform_machine != 's390x' and sys_platform == 'emscripten' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", + "python_full_version == '3.11.*' and platform_machine == 's390x' and sys_platform == 'emscripten' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", + "python_full_version == '3.11.*' and platform_machine != 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", + "python_full_version == '3.11.*' and 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'extra-13-megatron-core-lts')" }, + { name = "sphinx", version = "9.0.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.11.*' or (extra == 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts')" }, + { name = "sphinx", version = "9.1.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.12' or (extra == 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts')" }, + { name = "sphinx-autobuild", version = "2024.10.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11' or (extra == 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts')" }, + { name = "sphinx-autobuild", version = "2025.8.25", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11' or (extra == 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts')" }, { name = "sphinx-autodoc2" }, { name = 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"emerging-optimizers", marker = "python_full_version >= '3.12' and extra == 'dev'", git = "https://github.com/NVIDIA-NeMo/Emerging-Optimizers.git?rev=v0.2.0" }, + { name = "emerging-optimizers", marker = "python_full_version >= '3.12' and extra == 'lts'", git = "https://github.com/NVIDIA-NeMo/Emerging-Optimizers.git?rev=v0.2.0" }, { name = "fastapi", marker = "extra == 'dev'", specifier = "~=0.50" }, { name = "fastapi", marker = "extra == 'lts'", specifier = "~=0.50" }, { name = "flash-linear-attention", marker = "extra == 'dev'", specifier = "~=0.4.0" }, @@ -2764,8 +2989,10 @@ requires-dist = [ { name = "multi-storage-client", marker = "extra == 'dev'", specifier = "~=0.27" }, { name = "multi-storage-client", marker = "extra == 'lts'", specifier = "~=0.27" }, { name = "numpy" }, + { name = "nv-grouped-gemm", marker = "extra == 'dev'", specifier = "~=1.1" }, + { name = "nv-grouped-gemm", marker = "extra == 'lts'", specifier = "~=1.1" }, { name = "nvidia-modelopt", extras = ["torch"], marker = "sys_platform != 'darwin' and extra == 'dev'" }, - { name = "nvidia-resiliency-ext", marker = "extra == 'dev'", git = "https://github.com/NVIDIA/nvidia-resiliency-ext.git?rev=15a851565a4ce846c04431ecb0cf09903ab4837e" }, + { name = "nvidia-resiliency-ext", marker = "extra == 'dev'" }, { name = "nvtx", marker = "extra == 'dev'", specifier = "~=0.2" }, { name = "nvtx", marker = "extra == 'lts'", specifier = "~=0.2" }, { name = "onnxscript", marker = "extra == 'dev'" }, @@ -2773,7 +3000,6 @@ requires-dist = [ { name = "openai", extras = ["aiohttp"], marker = "extra == 'dev'" }, { name = "opentelemetry-api", marker = "extra == 'dev'", specifier = "~=1.33.1" }, { name = "opentelemetry-api", marker = "extra == 'lts'", specifier = "~=1.33.1" }, - { name = "orjson", marker = "extra == 'dev'" }, { name = "packaging", specifier = ">=24.2" }, { name = "quart", marker = "extra == 'dev'" }, { name = "sentencepiece", marker = "extra == 'mlm'" }, @@ -2785,7 +3011,7 @@ requires-dist = [ { name 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= "0.2.0", source = { registry = "https://pypi.org/simple" } }, - { name = "packaging", version = "25.0", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.13' and extra == 'extra-13-megatron-core-dev') or (extra == 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts')" }, - { name = "packaging", version = "26.0", source = { registry = "https://pypi.org/simple" }, marker = "extra == 'extra-13-megatron-core-lts'" }, + { name = "ml-dtypes" }, + { name = "numpy", version = "2.0.2", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.11' and extra == 'extra-13-megatron-core-dev') or (python_full_version < '3.11' and extra == 'extra-13-megatron-core-lts') or (extra == 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts')" }, + { name = "numpy", version = "2.4.4", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.11' and extra == 'extra-13-megatron-core-dev') or (python_full_version >= '3.11' and extra == 'extra-13-megatron-core-lts') or (extra == 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts')" }, + { name = "onnx" }, + { name = "onnx-ir" }, + { name = "packaging" }, { name = "typing-extensions" }, ] sdist = { url = "https://files.pythonhosted.org/packages/e7/2b/538fdeb0e25bed5d7e0f954af5710543e2629499fb74381afc3333f8a8ae/onnxscript-0.6.2.tar.gz", hash = "sha256:abb2e6f464db40c9b8c7fbb3e64cca04cf3f4495e67c4eda5eac17b784191ce3", size = 590865, upload-time = "2026-02-10T22:53:39.638Z" } @@ -4049,16 +4391,24 @@ resolution-markers = [ "python_full_version >= '3.14' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32'", "python_full_version == '3.13.*' and platform_machine != 's390x' and sys_platform == 'win32'", "python_full_version == '3.13.*' and platform_machine == 's390x' and sys_platform == 'win32'", - "python_full_version < '3.13' and platform_machine != 's390x' and sys_platform == 'win32'", - "python_full_version < '3.13' and platform_machine == 's390x' and sys_platform == 'win32'", + "python_full_version == '3.12.*' and platform_machine != 's390x' and sys_platform == 'win32'", + "python_full_version == '3.12.*' and platform_machine == 's390x' and sys_platform == 'win32'", "python_full_version == '3.13.*' and platform_machine != 's390x' and sys_platform == 'emscripten'", "python_full_version == '3.13.*' and platform_machine == 's390x' and sys_platform == 'emscripten'", - "python_full_version < '3.13' and platform_machine != 's390x' and sys_platform == 'emscripten'", - "python_full_version < '3.13' and platform_machine == 's390x' and sys_platform == 'emscripten'", + "python_full_version == '3.12.*' and platform_machine != 's390x' and sys_platform == 'emscripten'", + "python_full_version == '3.12.*' and platform_machine == 's390x' and sys_platform == 'emscripten'", "python_full_version == '3.13.*' and platform_machine != 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32'", "python_full_version == '3.13.*' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32'", - "python_full_version < '3.13' and platform_machine != 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32'", - "python_full_version < '3.13' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.12.*' and platform_machine != 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.12.*' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.11.*' and platform_machine != 's390x' and sys_platform == 'win32'", + "python_full_version == '3.11.*' and platform_machine == 's390x' and sys_platform == 'win32'", + "python_full_version == '3.11.*' and platform_machine != 's390x' and sys_platform == 'emscripten'", + "python_full_version == '3.11.*' and platform_machine == 's390x' and sys_platform == 'emscripten'", + "python_full_version == '3.11.*' and platform_machine != 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.11.*' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version < '3.11' and platform_machine != 's390x'", + "python_full_version < '3.11' and platform_machine == 's390x'", ] dependencies = [ { name = "deprecated", marker = "extra == 'extra-13-megatron-core-dev' or extra == 'extra-13-megatron-core-lts'" }, @@ -4078,11 +4428,15 @@ resolution-markers = [ "python_full_version >= '3.14' and sys_platform == 'emscripten'", "python_full_version >= '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'", "python_full_version == '3.13.*' and sys_platform == 'win32'", - "python_full_version < '3.13' and sys_platform == 'win32'", + "python_full_version == '3.12.*' and sys_platform == 'win32'", "python_full_version == '3.13.*' and sys_platform == 'emscripten'", - "python_full_version < '3.13' and sys_platform == 'emscripten'", + "python_full_version == '3.12.*' and sys_platform == 'emscripten'", "python_full_version == '3.13.*' and sys_platform != 'emscripten' and sys_platform != 'win32'", - "python_full_version < '3.13' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.12.*' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.11.*' and sys_platform == 'win32'", + "python_full_version == '3.11.*' and sys_platform == 'emscripten'", + "python_full_version == '3.11.*' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version < '3.11'", ] dependencies = [ { name = "importlib-metadata", marker = "(extra == 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts') or (extra != 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts')" }, @@ -4106,16 +4460,24 @@ resolution-markers = [ "python_full_version >= '3.14' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32'", "python_full_version == '3.13.*' and platform_machine != 's390x' and sys_platform == 'win32'", "python_full_version == '3.13.*' and platform_machine == 's390x' and sys_platform == 'win32'", - "python_full_version < '3.13' and platform_machine != 's390x' and sys_platform == 'win32'", - "python_full_version < '3.13' and platform_machine == 's390x' and sys_platform == 'win32'", + "python_full_version == '3.12.*' and platform_machine != 's390x' and sys_platform == 'win32'", + "python_full_version == '3.12.*' and platform_machine == 's390x' and sys_platform == 'win32'", "python_full_version == '3.13.*' and platform_machine != 's390x' and sys_platform == 'emscripten'", "python_full_version == '3.13.*' and platform_machine == 's390x' and sys_platform == 'emscripten'", - "python_full_version < '3.13' and platform_machine != 's390x' and sys_platform == 'emscripten'", - "python_full_version < '3.13' and platform_machine == 's390x' and sys_platform == 'emscripten'", + "python_full_version == '3.12.*' and platform_machine != 's390x' and sys_platform == 'emscripten'", + "python_full_version == '3.12.*' and platform_machine == 's390x' and sys_platform == 'emscripten'", "python_full_version == '3.13.*' and platform_machine != 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32'", "python_full_version == '3.13.*' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32'", - "python_full_version < '3.13' and platform_machine != 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32'", - "python_full_version < '3.13' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.12.*' and platform_machine != 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.12.*' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.11.*' and platform_machine != 's390x' and sys_platform == 'win32'", + "python_full_version == '3.11.*' and platform_machine == 's390x' and sys_platform == 'win32'", + "python_full_version == '3.11.*' and platform_machine != 's390x' and sys_platform == 'emscripten'", + "python_full_version == '3.11.*' and platform_machine == 's390x' and sys_platform == 'emscripten'", + "python_full_version == '3.11.*' and platform_machine != 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.11.*' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version < '3.11' and platform_machine != 's390x'", + "python_full_version < '3.11' and platform_machine == 's390x'", ] dependencies = [ { name = "opentelemetry-api", version = "1.33.1", source = { registry = "https://pypi.org/simple" }, marker = "extra == 'extra-13-megatron-core-dev' or extra == 'extra-13-megatron-core-lts'" }, @@ -4136,11 +4498,15 @@ resolution-markers = [ "python_full_version >= '3.14' and sys_platform == 'emscripten'", "python_full_version >= '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'", "python_full_version == '3.13.*' and sys_platform == 'win32'", - "python_full_version < '3.13' and sys_platform == 'win32'", + "python_full_version == '3.12.*' and sys_platform == 'win32'", "python_full_version == '3.13.*' and sys_platform == 'emscripten'", - "python_full_version < '3.13' and sys_platform == 'emscripten'", + "python_full_version == '3.12.*' and sys_platform == 'emscripten'", "python_full_version == '3.13.*' and sys_platform != 'emscripten' and sys_platform != 'win32'", - "python_full_version < '3.13' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.12.*' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.11.*' and sys_platform == 'win32'", + "python_full_version == '3.11.*' and sys_platform == 'emscripten'", + "python_full_version == '3.11.*' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version < '3.11'", ] dependencies = [ { name = "opentelemetry-api", version = "1.40.0", source = { registry = "https://pypi.org/simple" }, marker = "(extra == 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts') or (extra != 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts')" }, @@ -4177,16 +4543,24 @@ resolution-markers = [ "python_full_version >= '3.14' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32'", "python_full_version == '3.13.*' and platform_machine != 's390x' and sys_platform == 'win32'", "python_full_version == '3.13.*' and platform_machine == 's390x' and sys_platform == 'win32'", - "python_full_version < '3.13' and platform_machine != 's390x' and sys_platform == 'win32'", - "python_full_version < '3.13' and platform_machine == 's390x' and sys_platform == 'win32'", + "python_full_version == '3.12.*' and platform_machine != 's390x' and sys_platform == 'win32'", + "python_full_version == '3.12.*' and platform_machine == 's390x' and sys_platform == 'win32'", "python_full_version == '3.13.*' and platform_machine != 's390x' and sys_platform == 'emscripten'", "python_full_version == '3.13.*' and platform_machine == 's390x' and sys_platform == 'emscripten'", - "python_full_version < '3.13' and platform_machine != 's390x' and sys_platform == 'emscripten'", - "python_full_version < '3.13' and platform_machine == 's390x' and sys_platform == 'emscripten'", + "python_full_version == '3.12.*' and platform_machine != 's390x' and sys_platform == 'emscripten'", + "python_full_version == '3.12.*' and platform_machine == 's390x' and sys_platform == 'emscripten'", "python_full_version == '3.13.*' and platform_machine != 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32'", "python_full_version == '3.13.*' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32'", - "python_full_version < '3.13' and platform_machine != 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32'", - "python_full_version < '3.13' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.12.*' and platform_machine != 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.12.*' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.11.*' and platform_machine != 's390x' and sys_platform == 'win32'", + "python_full_version == '3.11.*' and platform_machine == 's390x' and sys_platform == 'win32'", + "python_full_version == '3.11.*' and platform_machine != 's390x' and sys_platform == 'emscripten'", + "python_full_version == '3.11.*' and platform_machine == 's390x' and sys_platform == 'emscripten'", + "python_full_version == '3.11.*' and platform_machine != 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.11.*' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version < '3.11' and platform_machine != 's390x'", + "python_full_version < '3.11' and platform_machine == 's390x'", ] dependencies = [ { name = "opentelemetry-api", version = "1.33.1", source = { registry = "https://pypi.org/simple" }, marker = "extra == 'extra-13-megatron-core-dev' or extra == 'extra-13-megatron-core-lts'" }, @@ -4207,11 +4581,15 @@ resolution-markers = [ "python_full_version >= '3.14' and sys_platform == 'emscripten'", "python_full_version >= '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'", "python_full_version == '3.13.*' and sys_platform == 'win32'", - "python_full_version < '3.13' and sys_platform == 'win32'", + "python_full_version == '3.12.*' and sys_platform == 'win32'", "python_full_version == '3.13.*' and sys_platform == 'emscripten'", - "python_full_version < '3.13' and sys_platform == 'emscripten'", + "python_full_version == '3.12.*' and sys_platform == 'emscripten'", "python_full_version == '3.13.*' and sys_platform != 'emscripten' and sys_platform != 'win32'", - "python_full_version < '3.13' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.12.*' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.11.*' and sys_platform == 'win32'", + "python_full_version == '3.11.*' and sys_platform == 'emscripten'", + "python_full_version == '3.11.*' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version < '3.11'", ] dependencies = [ { name = "opentelemetry-api", version = "1.40.0", source = { registry = "https://pypi.org/simple" }, marker = "(extra == 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts') or (extra != 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts')" }, @@ -4236,16 +4614,24 @@ resolution-markers = [ "python_full_version >= '3.14' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32'", "python_full_version == '3.13.*' and platform_machine != 's390x' and sys_platform == 'win32'", "python_full_version == '3.13.*' and platform_machine == 's390x' and sys_platform == 'win32'", - "python_full_version < '3.13' and platform_machine != 's390x' and sys_platform == 'win32'", - "python_full_version < '3.13' and platform_machine == 's390x' and sys_platform == 'win32'", + "python_full_version == '3.12.*' and platform_machine != 's390x' and sys_platform == 'win32'", + "python_full_version == '3.12.*' and platform_machine == 's390x' and sys_platform == 'win32'", "python_full_version == '3.13.*' and platform_machine != 's390x' and sys_platform == 'emscripten'", "python_full_version == '3.13.*' and platform_machine == 's390x' and sys_platform == 'emscripten'", - "python_full_version < '3.13' and platform_machine != 's390x' and sys_platform == 'emscripten'", - "python_full_version < '3.13' and platform_machine == 's390x' and sys_platform == 'emscripten'", + "python_full_version == '3.12.*' and platform_machine != 's390x' and sys_platform == 'emscripten'", + "python_full_version == '3.12.*' and platform_machine == 's390x' and sys_platform == 'emscripten'", "python_full_version == '3.13.*' and platform_machine != 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32'", "python_full_version == '3.13.*' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32'", - "python_full_version < '3.13' and platform_machine != 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32'", - "python_full_version < '3.13' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.12.*' and platform_machine != 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.12.*' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.11.*' and platform_machine != 's390x' and sys_platform == 'win32'", + "python_full_version == '3.11.*' and platform_machine == 's390x' and sys_platform == 'win32'", + "python_full_version == '3.11.*' and platform_machine != 's390x' and sys_platform == 'emscripten'", + "python_full_version == '3.11.*' and platform_machine == 's390x' and sys_platform == 'emscripten'", + "python_full_version == '3.11.*' and platform_machine != 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.11.*' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version < '3.11' and platform_machine != 's390x'", + "python_full_version < '3.11' and platform_machine == 's390x'", ] dependencies = [ { name = "deprecated", marker = "extra == 'extra-13-megatron-core-dev' or extra == 'extra-13-megatron-core-lts'" }, @@ -4265,11 +4651,15 @@ resolution-markers = [ "python_full_version >= '3.14' and sys_platform == 'emscripten'", "python_full_version >= '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'", "python_full_version == '3.13.*' and sys_platform == 'win32'", - "python_full_version < '3.13' and sys_platform == 'win32'", + "python_full_version == '3.12.*' and sys_platform == 'win32'", "python_full_version == '3.13.*' and sys_platform == 'emscripten'", - "python_full_version < '3.13' and sys_platform == 'emscripten'", + "python_full_version == '3.12.*' and sys_platform == 'emscripten'", "python_full_version == '3.13.*' and sys_platform != 'emscripten' and sys_platform != 'win32'", - "python_full_version < '3.13' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.12.*' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.11.*' and sys_platform == 'win32'", + "python_full_version == '3.11.*' and sys_platform == 'emscripten'", + "python_full_version == '3.11.*' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version < '3.11'", ] dependencies = [ { name = "opentelemetry-api", version = "1.40.0", source = { registry = "https://pypi.org/simple" }, marker = "(extra == 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts') or (extra != 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts')" }, @@ -4281,120 +4671,18 @@ wheels = [ ] [[package]] -name = "orjson" -version = "3.11.8" -source = { registry = "https://pypi.org/simple" } -sdist = { url = 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(PR #4291): - Git source reconciliation: after taking dev's pyproject.toml, diff main's [tool.uv.sources] and add any new git sources main's code requires (e.g. nvidia-resiliency-ext for get_write_results_queue) - uv.lock regeneration command for CUDA container - API mismatch detection: post-merge audit of cross-boundary call sites (group_commit vs group_offload, init_chunk_handler signature, etc.) - File-specific merge lessons: gated_delta_net, model_chunk_schedule_plan, fine_grained_activation_offload, distrib_optimizer - Squash-merge chains can go either direction (emerging_optimizers was main-ahead; distrib_optimizer was dev-ahead) - Never push to pull-request/* branches directly - Add "Run functional tests" label after creating the PR - Internal GitLab functional tests may catch issues GitHub CI misses - Infrastructure failures (apt-get network) are transient, not code issues Co-Authored-By: Claude Opus 4.7 (1M context) --- .claude/skills/nightly-sync/SKILL.md | 139 ++++++++++++++++++++++++++- 1 file changed, 137 insertions(+), 2 deletions(-) diff --git a/.claude/skills/nightly-sync/SKILL.md b/.claude/skills/nightly-sync/SKILL.md index c3693fd60bd..8f1a7bb07c1 100644 --- a/.claude/skills/nightly-sync/SKILL.md +++ b/.claude/skills/nightly-sync/SKILL.md @@ -47,6 +47,18 @@ Practical check: run `git diff origin/dev -- ` on conflicted files. If dev's code was removed or reverted, investigate whether dev's version is the more evolved one. +Real examples from PR #4291: +- `emerging_optimizers.py`: Main's version was MORE complete — it squash-merged + dev's PRs plus added more. `-X theirs` was correct. +- `distrib_optimizer.py`: Main overwrote dev's `GroupedQuantizedTensor` support. + Had to restore `_is_distopt_quantized_param` and the expanded + `_expand_quantized_param_shard_for_cast` loop while keeping main's NVFP4 + additions. This required a surgical merge combining sections from both. + +Key insight: squash-merge chains can go in EITHER direction. Sometimes main +is ahead (it squash-merged dev's work + more), sometimes dev is ahead (it has +follow-up PRs). Always diff both ways before deciding which version to favor. + ### Files to Override from Main These files have known semantic conflicts where dev's versions reference args @@ -59,6 +71,11 @@ or APIs that main removed or renamed. Take main's version with - `megatron/training/datasets/data_samplers.py` — references dev-only args - `megatron/core/optimizer/layer_wise_optimizer.py` — constructor signature +**Caveat for ALL overrides:** After taking main's version of any file, you +MUST run the API Mismatch Detection procedure (see below) on that file. +Taking main's caller code while keeping dev's callee implementations is the +#1 source of sync bugs. + **IMPORTANT: Do NOT take main's `pyproject.toml`, `uv.lock`, or `docker/Dockerfile.ci.dev`.** These three files are a tightly coupled triple — the Dockerfile's `uv sync` command must match the dependency @@ -72,6 +89,88 @@ of all three files. it needs to change, it must be regenerated with `uv lock` inside a CUDA container (see `.claude/skills/build-and-test/SKILL.md`). +### Git Source Reconciliation (pyproject.toml) + +After keeping dev's `pyproject.toml`, check whether main has added NEW git +sources to `[tool.uv.sources]` that don't exist in dev's version. Main's +merged code may import from packages only available at specific git revisions. + +1. Diff the `[tool.uv.sources]` sections: + `git show origin/main:pyproject.toml` vs `git show origin/dev:pyproject.toml` +2. For each git source in main but not dev, add it to dev's `pyproject.toml` +3. For sources in both but at different revisions, check whether dev's revision + works. If dev's revision is broken (TOML parse errors, missing classes main's + code imports), take main's revision instead. + +Real examples from PR #4291: +- `nvidia-resiliency-ext`: Main's `torch.py` imports `get_write_results_queue` + which only existed in main's pinned git revision, not on PyPI. Had to add + main's git source to dev's pyproject.toml. +- `nemo-run`: Dev's pinned revision had a TOML parse error with uv 0.7.2. + Had to swap to main's revision. + +After any changes to `pyproject.toml`, regenerate `uv.lock` inside a CUDA +container: +```bash +docker run --rm -v $(pwd):/workspace nvcr.io/nvidia/pytorch:26.02-py3 \ + bash -c "pip install uv==0.7.2 && cd /workspace && \ + uv venv .venv --system-site-packages && uv sync --only-group build && uv lock" +# Clean up root-owned .venv: +docker run --rm -v $(pwd):/workspace nvcr.io/nvidia/pytorch:26.02-py3 \ + bash -c "rm -rf /workspace/.venv" +``` + +### API Mismatch Detection (Post-Merge Audit) + +The merge can create "Frankenstein" code where main's callers use dev's +implementations (or vice versa) with different method signatures. This +compiles fine but fails at runtime. + +After the merge, audit cross-boundary call sites: + +1. Identify files where main's version was taken (`-X theirs` or explicit + `git checkout origin/main`) +2. For each, find all external call sites: classes it instantiates, methods + it calls on imported objects, functions from other modules it invokes +3. Verify method names, parameter counts, and signatures match between the + caller and the implementation in the merged tree +4. Pay special attention to "interface" modules (files defining base classes) + — if main and dev evolved the interface differently, every caller and + implementer must agree + +Real examples from PR #4291: +- `multi_latent_attention.py` (main) called `off_interface.group_commit()` + but dev's interface only had `group_offload()` — method renamed +- `mamba_model.py` (main) called `init_chunk_handler(3 params)` but dev's + interface required 6 params — signature expanded on dev +- `mamba_model.py` called `mark_not_offloadable()` but dev had + `mark_not_offload()` — method renamed +- `bulk_offload()` did `.remove()` after `bulk_offload_group()` already + `.pop()`d the same item — double-removal from a list + +Practical detection: +```bash +# For each file taken from main, find what it imports and calls +grep -rn "from import\|\." megatron/ +# Cross-reference with the actual implementations in the merged tree +``` + +### File-Specific Merge Lessons + +These lessons were learned from PR #4291. They may recur if the same files +continue to diverge: + +- `gated_delta_net.py`: If the merge creates code calling non-existent helper + methods (e.g. `_resolve_cu_seqlens`), take dev's version wholesale. +- `model_chunk_schedule_plan.py`: Watch for missing imports (e.g. + `CudaGraphScope`) silently dropped during conflict resolution. +- `fine_grained_activation_offload.py`: Critical interface file used by many + callers. If main and dev have divergent method names/signatures, prefer + dev's implementation and patch main-originated callers to match. +- `distrib_optimizer.py`: Dev may have broader type abstractions (e.g. + `_is_distopt_quantized_param` covering both FP8 and GroupedQuantizedTensor). + Main may simplify to explicit type checks. Restore dev's abstractions. + ### Special Handling: data_schedule.py Main and dev have completely different classes in this file: @@ -126,6 +225,13 @@ Commit everything and push the branch. in a collapsed `
` block. If git is too old for `--remerge-diff`, note the git version and describe the merge strategy used instead. - Save the PR number for later phases +- **Add the `Run functional tests` label** to the PR immediately after + creation. This ensures `/ok to test` triggers the full CI suite (unit tests + + functional/integration tests with 100-step training and golden value + comparison). Without this label, only a lightweight subset runs. + ```bash + gh pr edit --repo $REPO --add-label "Run functional tests" + ``` --- @@ -145,7 +251,11 @@ Commit everything and push the branch. ### Trigger and Poll -1. Comment on PR: `/ok to test ` +1. Ensure the `Run functional tests` label is on the PR (added in Phase 2). + Then comment on PR: `/ok to test ` + **IMPORTANT:** Do NOT push directly to `pull-request/` branches. + The community bot manages those branches when it processes the `/ok to test` + comment. Pushing to them directly breaks the CI trigger mechanism. 2. Find CI run: `gh run list --json` filtered by `headBranch == "pull-request/"` (no `--branch` flag available) 3. Poll with a foreground Bash while-loop (`sleep 120`) using: @@ -175,6 +285,14 @@ Commit everything and push the branch. can change library versions in the CI container. Dev-only code may depend on newer versions (e.g. TransformerEngine's `single_grouped_weight`). If failures trace to missing kwargs or changed APIs in third-party libs, this is the cause. +- **API mismatch (AttributeError / TypeError at runtime):** Main's callers + reference methods that don't exist (or have different signatures) in dev's + implementations. See "API Mismatch Detection" in Phase 1. Fix by adding + shims, renaming methods, or adjusting call signatures. +- **Infrastructure / network failures (apt-get, pip download):** Errors like + `archive.ubuntu.com unreachable` or `Connection timed out` during package + installation are transient CI infrastructure issues, not code problems. + Retry CI with the same SHA. Do not investigate as code failures. ### Pre-Existing Failure Verification @@ -187,6 +305,19 @@ Commit everything and push the branch. 4. Only if the test **also fails on recent dev CI** can you classify it as pre-existing. Document with the dev PR number and CI run as evidence. +### Internal GitLab Functional Tests + +GitHub CI covers unit tests and some integration tests. Internal GitLab +(`gitlab-master.nvidia.com`) runs additional functional tests on H100/GB200 +hardware that may reveal issues GitHub CI does not catch. + +- Fine-grained activation offloading failures, for example, only showed up + in GitLab functional tests during PR #4291 +- If GitHub CI passes but a reviewer reports GitLab failures, investigate + with the same rigor as GitHub CI failures +- The sync PR should ideally pass both GitHub and GitLab CI before merge, + but GitHub CI passing is the minimum gate for `gh pr ready` + ### Fix and Re-trigger - Fix sync-caused failures, commit, push @@ -210,7 +341,11 @@ Pushing a fix is not enough — wait for confirmation. Comment on PR confirming which checks passed, listing any pre-existing failures with evidence (dev PR number + CI result), and stating it is ready -for human review. +for human review. Also note: +- Which files were taken from main vs. merged manually +- Any API mismatches detected and fixed +- Any `pyproject.toml` git source reconciliation performed +- Links to the CI runs that validated the fixes --- From 9c14a905e0540142c878070e67ce504cbe8f8080 Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Wed, 22 Apr 2026 20:18:58 +0000 Subject: [PATCH 48/57] ci: temp push trigger --- .github/workflows/nightly-sync-main-to-dev.yml | 3 +++ 1 file changed, 3 insertions(+) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index cd195a39aa2..784b3abc061 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -16,6 +16,9 @@ name: Nightly Sync Main to Dev on: workflow_dispatch: + push: + branches: + - add-nightly-sync-workflow concurrency: group: nightly-sync-main-to-dev From b6e19d18f629dc1e6f0a3c0dedd3940839222348 Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Wed, 22 Apr 2026 20:19:30 +0000 Subject: [PATCH 49/57] ci: remove push trigger --- .github/workflows/nightly-sync-main-to-dev.yml | 3 --- 1 file changed, 3 deletions(-) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index 784b3abc061..cd195a39aa2 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -16,9 +16,6 @@ name: Nightly Sync Main to Dev on: workflow_dispatch: - push: - branches: - - add-nightly-sync-workflow concurrency: group: nightly-sync-main-to-dev From abb4cfc90d9cf0827b22f290cd650ab619c886bd Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Wed, 22 Apr 2026 23:03:18 +0000 Subject: [PATCH 50/57] ci: strict Phase 4 gate and no-background-task rules for sync bot MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Tighten the nightly sync workflow prompt and skill so the bot cannot mark the PR ready while non-exempt checks are pending or failing. - Replace the loose Phase 4 gate with a strict "all terminal, all green" rule: every non-exempt required check in statusCheckRollup must be COMPLETED + {SUCCESS, SKIPPED, NEUTRAL}. Queued or in_progress is never acceptable. - Explicitly ban background tasks (Bash/Agent run_in_background, ScheduleWakeup, &, nohup, disown, setsid, tail -f on background output) and explain why: the GitHub Actions step process owns the shell and is destroyed on exit, so backgrounded work cannot resume. - Anchor CI polling to `gh pr view --json statusCheckRollup` — the actions/runs/.../jobs endpoint alone misses external status contexts (GitLab CI, copy-pr-bot, etc.), which was the failure mode on run 24800621116. - Distinguish outer loop (agent's sequence of tool calls) from inner loop (single blocking Bash call); provide a validated bash template that normalizes CheckRun and StatusContext entries, uses Nemo_CICD_Test as a sentinel to close the empty-rollup edge case, and classifies against the exempt regex. - Align exempt list with actual check names seen on PR #4159: approval (codeowners-approval, check-approval, multi-approval-bot-summary, is-not-external-contributor), coverage (Coverage (unit-test), Coverage_Fake), docs (build-docs / Build docs, build-docs-summary). --- .../workflows/nightly-sync-main-to-dev.yml | 89 +++++++-- skills/nightly-sync/SKILL.md | 181 +++++++++++++++--- 2 files changed, 232 insertions(+), 38 deletions(-) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index cd195a39aa2..64027578824 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -106,25 +106,84 @@ jobs: ## Hard Constraints **Exit condition:** You MUST run `gh pr ready ` before - exiting. That command is Phase 4. Do NOT exit after Phase 2 or 3. - - **CI polling:** Use a SINGLE foreground Bash `while true` loop - with `sleep 120` that calls `gh api` to check job status. One - tool call that blocks until CI completes or a failure is found. - - **Banned patterns (will break the workflow):** - - `ScheduleWakeup` — silently ends your session - - `run_in_background: true` for polling — orphans hang the job - - `tail` on background task output in a loop — burns turns + exiting. That command is Phase 4. Do NOT exit after Phase 1, 2, + or 3 — not even if CI is "still running" or "stuck in queue." + Keep polling until it resolves, then act. + + **NO background tasks. Ever.** + You are running inside a single GitHub Actions step. The step + process owns your shell. When you stop issuing tool calls, the + step ends and the runner container is DESTROYED — every + background process dies with it and cannot resume. There is no + "future session" to wake up into. + + The following are strictly forbidden: + - `Bash` with `run_in_background: true` + - `Agent` with `run_in_background: true` + - `ScheduleWakeup` (nothing will ever wake up) + - Any shell command ending in `&`, or using `nohup`, `disown`, + or `setsid` to detach a process + - `tail -f` on a log produced by a backgrounded task + + Required shape for every long wait: ONE foreground Bash tool + call containing an inline `while true; do ... sleep ; done` + or `until ...; do sleep ; done` loop that BLOCKS inside + that single tool call and only returns when the wait is + resolved (success, failure, or a clearly-classified terminal + state). Do NOT break a long wait into many short polls with + conversation in between — that wastes `--max-turns` and + creates windows where the agent could forget the loop. + + **Source of truth for CI status:** + `gh pr view --repo $REPO --json statusCheckRollup` + This lists every required check — GitHub Actions jobs AND + external contexts (GitLab CI, `copy-pr-bot`, etc.). The + `gh api .../actions/runs//jobs` endpoint alone is + NOT sufficient — it misses external contexts. **Pre-existing failures:** MUST verify against recent dev CI before classifying any failure as pre-existing. Run `gh pr checks` on a recently merged dev PR. If the test passes - on dev, the failure is sync-caused and you must fix it. - - **Phase 4 gate:** Do NOT run `gh pr ready` until the FINAL CI - run has completed AND previously-failing jobs now pass. Pushing - a fix is not enough — wait for CI to confirm. + on dev, the failure is sync-caused and you must fix it. A + check that has never completed on your PR cannot be + pre-existing — wait for it to finish first. + + **Phase 4 gate — strict "all terminal, all green":** + Do NOT run `gh pr ready` until every non-exempt required check + in `statusCheckRollup` satisfies BOTH: + - `status == "COMPLETED"` (NOT `QUEUED`, `IN_PROGRESS`, + `PENDING`, `WAITING`, or `REQUESTED`), AND + - `conclusion` ∈ {`SUCCESS`, `SKIPPED`, `NEUTRAL`}. + A check stuck in a runner queue is NOT complete. Never + classify queued/in-progress jobs as "infrastructure-blocked" + and ship anyway — wait for them to reach a terminal + conclusion, then act on that result. When a check fails, + loop: diagnose → fix → commit → push → `/ok to test ` → + poll. Only exit the loop when the gate is satisfied on the + LATEST CI run against the current HEAD SHA. + + **Exempt checks (may be ignored for the Phase 4 gate):** + These categories are pre-merge policy signals, not + correctness signals, so their failure must not block the + sync bot from marking the PR ready for human review. + + - Approval / code-review: `codeowners-approval`, + `check-approval`, `multi-approval-bot-summary`, + `is-not-external-contributor`, any check whose name + contains `review` or `approval`. + - Code coverage: `Coverage (unit-test)`, `Coverage_Fake`, + any check whose name contains `codecov` or `coverage` + (case-insensitive). + - Docs: `build-docs / Build docs`, `build-docs-summary`, + any check whose name contains `build-docs`, `doc-build`, + `readthedocs`, or `sphinx`. + + Everything else — unit tests (`tests/unit_tests/...`), + integration tests (`gpt/...`, `moe/...`, etc.), `linting`, + `cicd-container-build`, `cicd-mbridge-testing`, + `Nemo_CICD_Test`, `copyright-check`, `pre-flight`, wheel + builds, etc. — is NOT exempt and must reach a terminal + green conclusion. show_full_output: true claude_args: | --allowedTools "Bash,Read,Edit,Write,Grep,Glob,Agent" diff --git a/skills/nightly-sync/SKILL.md b/skills/nightly-sync/SKILL.md index c3693fd60bd..ba3aa029b05 100644 --- a/skills/nightly-sync/SKILL.md +++ b/skills/nightly-sync/SKILL.md @@ -143,15 +143,145 @@ Commit everything and push the branch. cascades to fail ALL test suites. If every test job fails with ImportError, check the training.py import chain first. -### Trigger and Poll - -1. Comment on PR: `/ok to test ` -2. Find CI run: `gh run list --json` filtered by - `headBranch == "pull-request/"` (no `--branch` flag available) -3. Poll with a foreground Bash while-loop (`sleep 120`) using: - `gh api repos/$REPO/actions/runs//jobs?per_page=100` -4. As soon as ANY job fails, investigate immediately — don't wait for the - full run. Other jobs continue in parallel while you diagnose and fix. +### Execution model: one step, no background + +You run inside ONE GitHub Actions step. The moment you stop emitting +tool calls, the step ends and the runner container is destroyed. Any +background process you started dies with it. There is NO persistent +session and NO future wakeup. See the workflow prompt's "NO background +tasks" block for the full ban list. + +Practical rule: every wait for CI to resolve is a SINGLE foreground Bash +tool call that blocks inline until the wait is resolved. + +### The Fix-Then-Retrigger Loop + +Two nested loops. Do NOT conflate them: + +- The **outer loop** is YOUR sequence of tool calls (each iteration: one + `/ok to test`, one blocking poll, maybe one fix-and-push). It is NOT a + Bash loop. It advances because you make new tool calls. +- The **inner loop** is a single blocking Bash tool call using + `while true; do ... sleep 120; done`. It runs during one iteration of + the outer loop and ends when CI reaches a terminal state for that + iteration. + +The outer loop terminates ONLY when Phase 4's gate is satisfied. + +**Source of truth:** `gh pr view --repo $REPO --json statusCheckRollup`. +This lists every required check, including external status contexts +(GitLab CI, `copy-pr-bot`, etc.) that `gh api .../actions/runs/.../jobs` +does NOT show. + +**Outer-loop iteration (each iteration is a few tool calls):** + +1. `latest_sha=$(git rev-parse HEAD)` (one Bash call). +2. Post `/ok to test $latest_sha` on the PR: + `gh pr comment --repo $REPO --body "/ok to test $latest_sha"` +3. ONE blocking Bash tool call. This is the inner loop. Copy this + template verbatim, only changing `REPO` and `PR`: + + ```bash + REPO='NVIDIA/Megatron-LM' + PR='' + # Names matched case-insensitively, anchored to the START of the name. + EXEMPT='copy-pr-bot|is-not-external-contributor|greptile|coderabbit|codeowners|.*review|.*approval|codecov|coverage|build-docs|doc-build|readthedocs|sphinx' + # Sentinel check that tells us CI has fully run. Update this if the + # aggregate gate job is renamed. + SENTINEL='Nemo_CICD_Test' + + while true; do + # Normalize both CheckRun (.status / .conclusion) and StatusContext + # (.state) entries into the same {name, status, conclusion} shape. + rollup=$(gh pr view "$PR" --repo "$REPO" --json statusCheckRollup --jq ' + .statusCheckRollup[] | [ + (.name // .context // "?"), + (if .__typename == "StatusContext" then + (if (.state == "PENDING" or .state == "EXPECTED") then "IN_PROGRESS" + else "COMPLETED" end) + else (.status // "UNKNOWN") end), + (if .__typename == "StatusContext" then + (if .state == "SUCCESS" then "SUCCESS" + elif (.state == "FAILURE" or .state == "ERROR") then "FAILURE" + else "NEUTRAL" end) + else (.conclusion // "UNKNOWN") end) + ] | @tsv') + + # Sentinel: do NOT declare green until the CI aggregate gate has + # reached a terminal state. Before /ok to test triggers the run, + # the sentinel is absent; while CI is running, it's IN_PROGRESS. + sentinel_line=$(printf '%s\n' "$rollup" | awk -F'\t' -v s="$SENTINEL" '$1 == s') + sentinel_status=$(printf '%s\n' "$sentinel_line" | awk -F'\t' 'NR==1 {print $2}') + if [ "$sentinel_status" != "COMPLETED" ]; then + echo "=== $(date -u) waiting for $SENTINEL (status: ${sentinel_status:-absent}) ===" + sleep 120 + continue + fi + + # Classify non-exempt checks (exempt list applied to the NAME only). + non_exempt=$(printf '%s\n' "$rollup" | awk -F'\t' -v p="^($EXEMPT)" 'tolower($1) !~ tolower(p)') + failed=$(printf '%s\n' "$non_exempt" | awk -F'\t' '$2 == "COMPLETED" && $3 !~ /^(SUCCESS|SKIPPED|NEUTRAL)$/') + pending=$(printf '%s\n' "$non_exempt" | awk -F'\t' '$2 != "COMPLETED"') + + if [ -n "$failed" ]; then + echo "=== NON-EXEMPT FAILURES ===" + printf '%s\n' "$failed" + echo "RESULT=FAILURE" + exit 0 + fi + if [ -n "$pending" ]; then + # Sentinel is COMPLETED but a non-exempt check is still pending — + # rare but possible. Keep waiting; do NOT ship. + echo "=== $(date -u) sentinel done but non-exempt checks still pending ===" + printf '%s\n' "$pending" + sleep 120 + continue + fi + + echo "=== ALL NON-EXEMPT CHECKS COMPLETED GREEN ===" + printf '%s\n' "$non_exempt" + echo "RESULT=GREEN" + exit 0 + done + ``` + + This Bash call blocks for as long as CI takes (minutes to hours). Do + NOT split it into many short polls interleaved with other tool calls + — that wastes `--max-turns` and creates windows where you could lose + track of the loop state. + +4. Read the tool output: + - If `RESULT=FAILURE`: use `gh api repos/$REPO/actions/jobs//logs` + (or the equivalent for external contexts) to diagnose, fix the code, + commit, push. Then start a NEW outer-loop iteration at step 1 with + the new HEAD SHA. + - If `RESULT=GREEN`: outer loop is done. Proceed to Phase 4. + +**Why not wait-for-run-to-register first?** `gh pr comment` with +`/ok to test ` is handled by `copy-pr-bot`, which takes a few +seconds to trigger the CI run. The `statusCheckRollup` poll in step 3 +will initially show checks in `PENDING` / `QUEUED`; that's fine — the +inner loop treats those as "keep waiting" and will see them advance as +CI progresses. No separate registration poll needed. + +### Anti-Patterns (what went wrong on run 24800621116) + +- **Do NOT classify a queued/in-progress job as "infrastructure- + blocked" and ship.** A stuck queue drains eventually — wait. If the + job eventually passes, great; if it fails, go fix it. +- **Do NOT mark ready while any required check is `PENDING` / + `QUEUED` / `IN_PROGRESS` on the HEAD SHA.** A push is not a pass; + only a `COMPLETED` + green status is. +- **Do NOT declare an untested job "pre-existing."** Pre-existing + means the test ran to completion and failed the same way on recent + dev CI. A job that never ran on your PR cannot be pre-existing. +- **Do NOT use `gh api .../actions/runs/.../jobs` alone** as the gate + signal. External status contexts (GitLab CI pipelines, copy-pr-bot + status, etc.) do NOT appear there. Use `statusCheckRollup`. +- **Do NOT start any background process.** No `&`, no `nohup`, no + `run_in_background: true`, no `ScheduleWakeup`. The GitHub Actions + step owns your shell; when the step ends, every background process + is killed and cannot resume. ### Failure Investigation @@ -187,29 +317,34 @@ Commit everything and push the branch. 4. Only if the test **also fails on recent dev CI** can you classify it as pre-existing. Document with the dev PR number and CI run as evidence. -### Fix and Re-trigger +--- -- Fix sync-caused failures, commit, push -- Re-trigger CI immediately (`/ok to test `) -- Don't wait for the rest of the current run to finish -- Repeat until all fixable issues are resolved +## Phase 4: Mark PR Ready — Strict Gate ---- +Run `gh pr ready` ONLY when every non-exempt required check on the latest +CI run (against the current HEAD SHA) satisfies BOTH: -## Phase 4: Mark PR Ready +1. `status == "completed"` — NOT `queued`, `in_progress`, `pending`, + `waiting`, or `requested`. +2. `conclusion ∈ {"success", "skipped", "neutral"}`. -Only after the FINAL CI run has **completed** and previously-failing jobs -now **pass** (or are empirically verified as pre-existing): +If a non-exempt check is pending/queued/in-progress: keep polling; do not +run `gh pr ready`. If it fails: go back to Phase 3's loop. + +The exempt list (approval/coverage/docs) is defined in Phase 3; only those +checks may be ignored. + +A pre-existing failure (same test failing identically on recent dev CI) +may be accepted, but ONLY after it has fully run, been empirically +verified against dev, and documented in the PR body with evidence (dev PR +number + CI run URL). ``` gh pr ready --repo $REPO ``` -"Fixed" means the fix was pushed AND the CI run finished AND the job passes. -Pushing a fix is not enough — wait for confirmation. - -Comment on PR confirming which checks passed, listing any pre-existing -failures with evidence (dev PR number + CI result), and stating it is ready +Then comment on the PR confirming which checks passed, listing any +documented pre-existing failures with evidence, and stating it is ready for human review. --- From 9f488faa56ad65f3a5a2d15d6a346c35ec568f65 Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Wed, 22 Apr 2026 23:20:11 +0000 Subject: [PATCH 51/57] ci: temp push trigger --- .github/workflows/nightly-sync-main-to-dev.yml | 3 +++ 1 file changed, 3 insertions(+) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index 64027578824..fef46f5a0b5 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -16,6 +16,9 @@ name: Nightly Sync Main to Dev on: workflow_dispatch: + push: + branches: + - add-nightly-sync-workflow concurrency: group: nightly-sync-main-to-dev From 2a75639160dce93cf6ba6a646678d427f9d2640c Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Wed, 22 Apr 2026 23:20:21 +0000 Subject: [PATCH 52/57] ci: remove push trigger --- .github/workflows/nightly-sync-main-to-dev.yml | 3 --- 1 file changed, 3 deletions(-) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index fef46f5a0b5..64027578824 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -16,9 +16,6 @@ name: Nightly Sync Main to Dev on: workflow_dispatch: - push: - branches: - - add-nightly-sync-workflow concurrency: group: nightly-sync-main-to-dev From 2f7c58ea5cf8057ed5346fe0640a0f081b85f682 Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Wed, 22 Apr 2026 23:23:44 +0000 Subject: [PATCH 53/57] Revert: restore main's pyproject.toml, uv.lock, and Dockerfile.ci.dev MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit This branch targets main and should only add the nightly-sync workflow and skill. It should not touch pyproject.toml, uv.lock, or Dockerfile.ci.dev. The prior commit 1844bb008 (take dev's versions) was correct for the sync bot's runtime behavior (merging main->dev) but wrong to include in a PR to main — dev's dep pins, Python version floor, and transformer-engine range must not propagate back to main. Restore main's versions here. --- docker/Dockerfile.ci.dev | 10 +- pyproject.toml | 38 +- uv.lock | 4290 +++++++++++++++----------------------- 3 files changed, 1736 insertions(+), 2602 deletions(-) diff --git a/docker/Dockerfile.ci.dev b/docker/Dockerfile.ci.dev index 807fe3a2bdb..5e3d7419b3a 100644 --- a/docker/Dockerfile.ci.dev +++ b/docker/Dockerfile.ci.dev @@ -16,7 +16,7 @@ ENV UV_LINK_MODE=copy RUN bash -ex <<"EOF" apt-get update - apt-get install -y --no-install-recommends gettext python3-venv psmisc uuid-runtime + apt-get install -y --no-install-recommends gettext python3-venv psmisc uuid-runtime apt-get clean python -m venv /opt/jet ARCH=$(uname -m) @@ -31,21 +31,17 @@ RUN bash -ex <<"EOF" curl -LsSf https://astral.sh/uv/${UV_VERSION}/install.sh | sh EOF -RUN ln -sf /usr/local/cuda/targets/x86_64-linux/include/cuda \ - /usr/local/include/cuda -RUN find /usr/local/cuda -name "utility" 2>/dev/null | head -5 && \ - ls /usr/local/cuda/targets/x86_64-linux/include/ | head -20 - COPY README.md pyproject.toml uv.lock /workspace/ COPY megatron/core/__init__.py /workspace/megatron/core/ COPY megatron/core/package_info.py /workspace/megatron/core/ ARG IMAGE_TYPE=dev +ENV NVTE_BUILD_NUM_PHILOX_ROUNDS=3 RUN --mount=type=cache,target=/root/.cache/uv \ bash -ex <<"EOF" export NVTE_CUDA_ARCHS="80;90;100" uv venv ${UV_PROJECT_ENVIRONMENT} --system-site-packages uv sync --only-group build - uv sync --extra ${IMAGE_TYPE} --extra mlm --group no_pypi_wheels --link-mode copy --locked \ + uv sync --extra ${IMAGE_TYPE} --extra mlm --link-mode copy --locked \ --no-install-package torch \ --no-install-package torchvision \ --no-install-package triton \ diff --git a/pyproject.toml b/pyproject.toml index 36427cbceb9..5b09cbd2a66 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -8,7 +8,12 @@ build-backend = "setuptools.build_meta" include-package-data = true [tool.setuptools.packages.find] -include = ["megatron.core", "megatron.core.*", "megatron.training", "megatron.training.*"] +include = [ + "megatron.core", + "megatron.core.*", + "megatron.training", + "megatron.training.*", +] [tool.setuptools.dynamic] version = { attr = "megatron.core.package_info.__version__" } @@ -18,7 +23,7 @@ readme = { file = "README.md", content-type = "text/markdown" } name = "megatron-core" dynamic = ["version", "readme"] description = "Megatron Core - a library for efficient and scalable training of transformer based models" -requires-python = ">=3.10" +requires-python = ">=3.12" license = { text = "Apache 2.0" } dependencies = ["torch>=2.6.0", "numpy", "packaging>=24.2"] authors = [{ name = "NVIDIA", email = "nemo-toolkit@nvidia.com" }] @@ -84,7 +89,7 @@ mlm = [ dev = [ "nvidia-modelopt[torch]; sys_platform != 'darwin'", - "transformer-engine[pytorch,core_cu13]>=2.9.0a0,<2.12.0", + "transformer-engine[pytorch,core_cu13]", "nvidia-resiliency-ext", "tqdm", "einops~=0.8", @@ -95,18 +100,18 @@ dev = [ "mamba-ssm~=2.2", "causal-conv1d~=1.5", "flash-linear-attention~=0.4.0", - "nv-grouped-gemm~=1.1", "megatron-energon[av_decode]~=6.0", "av", "flashinfer-python~=0.5.0", "wget", "onnxscript", - "fastapi~=0.50", # Forcing a little bit more recent version of fastapi to be compatible with pydantic 2.0 + "fastapi~=0.50", # Forcing a little bit more recent version of fastapi to be compatible with pydantic 2.0 "datasets", - "emerging_optimizers; python_version >= '3.12'", - "quart", + "emerging_optimizers", "hypercorn", + "quart", "openai[aiohttp]", + "orjson", ] lts = [ @@ -118,7 +123,6 @@ lts = [ "opentelemetry-api~=1.33.1", "mamba-ssm~=2.2", "causal-conv1d~=1.5", - "nv-grouped-gemm~=1.1", "megatron-energon[av_decode]~=6.0", "av", "flashinfer-python~=0.5.0", @@ -126,7 +130,7 @@ lts = [ "onnxscript", "fastapi~=0.50", # Forcing a little bit more recent version of fastapi to be compatible with pydantic 2.0 "datasets", - "emerging_optimizers; python_version >= '3.12'", + "emerging_optimizers", ] [dependency-groups] @@ -136,6 +140,7 @@ test = [ "wrapt", "pytest==8.3.5", "pytest-mock", + "mock", "pytest-cov", "pytest-random-order", "pytest-asyncio", @@ -170,17 +175,16 @@ linting = [ "pylint==3.2.6", ] ci = ["python-gitlab", "slack-sdk", "pandas"] -no_pypi_wheels = ["emerging_optimizers; python_version >= '3.12'", "fast-hadamard-transform"] +no_pypi_wheels = ["flash_mla", "emerging_optimizers"] [tool.uv] default-groups = ["linting", "build", "test"] no-build-isolation-package = [ "causal-conv1d", - "nv-grouped-gemm", + "flash_mla", "mamba-ssm", "transformer-engine", "transformer-engine-torch", - "fast-hadamard-transform", ] link-mode = "copy" conflicts = [[{ extra = "lts" }, { extra = "dev" }]] @@ -198,10 +202,10 @@ override-dependencies = [ flash_mla = [ { git = "https://github.com/deepseek-ai/FlashMLA", rev = "9edee0c022cd0938148a18e334203b0aab43aa19" }, ] -transformer-engine = { git = "https://github.com/NVIDIA/TransformerEngine.git", rev = "5671fd3675906cda1ade26c24a65d3dedd88eb89" } +transformer-engine = { git = "https://github.com/NVIDIA/TransformerEngine.git", rev = "f031cf87bd054c7558b887df7bed93975456667f" } nemo-run = { git = "https://github.com/NVIDIA-NeMo/Run.git", rev = "17ae86b64d7f75653351664f5d8c9e466faede00" } emerging_optimizers = { git = "https://github.com/NVIDIA-NeMo/Emerging-Optimizers.git", rev = "v0.2.0" } -fast-hadamard-transform = { git = "https://github.com/Dao-AILab/fast-hadamard-transform.git", rev = "f134af63deb2df17e1171a9ec1ea4a7d8604d5ca" } +nvidia-resiliency-ext = { git = "https://github.com/NVIDIA/nvidia-resiliency-ext.git", rev = "b2bb3d728a18795807d9f76c535e005a609a1b01" } [tool.isort] profile = "black" # black-compatible @@ -230,7 +234,7 @@ exclude = ''' ''' [tool.pytest.ini_options] -addopts = "--durations=15 -s -rA -x" +addopts = "--durations=15 -s -rA" testpaths = ["tests"] python_files = "test_*.py" markers = [ @@ -243,8 +247,10 @@ markers = [ concurrency = ["thread", "multiprocessing"] omit = [ "/tmp/*", - "/workspace/tests/*", + "/opt/megatron-lm/tests/*", + "/opt/megatron-lm/tools/*", "/usr/local/lib/python3.12/dist-packages/*", + "/opt/megatron-lm/_remote_module_non_scriptable", ] parallel = true sigterm = false diff --git a/uv.lock b/uv.lock index 9463a065523..cad7702bc60 100644 --- a/uv.lock +++ b/uv.lock @@ -1,6 +1,6 @@ version = 1 -revision = 3 -requires-python = ">=3.10" +revision = 2 +requires-python = ">=3.12" resolution-markers = [ "python_full_version >= '3.14' and platform_machine != 's390x' and sys_platform == 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", "python_full_version >= '3.14' and platform_machine == 's390x' and sys_platform == 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", @@ -10,24 +10,16 @@ resolution-markers = [ "python_full_version >= '3.14' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", "python_full_version == '3.13.*' and platform_machine != 's390x' and sys_platform == 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", "python_full_version == '3.13.*' and platform_machine == 's390x' and sys_platform == 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", - "python_full_version == '3.12.*' and platform_machine != 's390x' and sys_platform == 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", - "python_full_version == '3.12.*' and platform_machine == 's390x' and sys_platform == 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", + "python_full_version < '3.13' and platform_machine != 's390x' and sys_platform == 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", + "python_full_version < '3.13' and platform_machine == 's390x' and sys_platform == 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", "python_full_version == '3.13.*' and platform_machine != 's390x' and sys_platform == 'emscripten' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", "python_full_version == '3.13.*' and platform_machine == 's390x' and sys_platform == 'emscripten' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", - "python_full_version == '3.12.*' and platform_machine != 's390x' and sys_platform == 'emscripten' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", - "python_full_version == '3.12.*' and platform_machine == 's390x' and sys_platform == 'emscripten' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", + "python_full_version < '3.13' and platform_machine != 's390x' and sys_platform == 'emscripten' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", + "python_full_version < '3.13' and platform_machine == 's390x' and sys_platform == 'emscripten' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", "python_full_version == '3.13.*' and platform_machine != 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", "python_full_version == '3.13.*' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", - "python_full_version == '3.12.*' and platform_machine != 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", - "python_full_version == '3.12.*' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", - "python_full_version == '3.11.*' and platform_machine != 's390x' and sys_platform == 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", - "python_full_version == '3.11.*' and platform_machine == 's390x' and sys_platform == 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", - "python_full_version == '3.11.*' and platform_machine != 's390x' and sys_platform == 'emscripten' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", - "python_full_version == '3.11.*' and platform_machine == 's390x' and sys_platform == 'emscripten' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", - "python_full_version == '3.11.*' and platform_machine != 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", - "python_full_version == '3.11.*' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", - "python_full_version < '3.11' and platform_machine != 's390x' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", - "python_full_version < '3.11' and platform_machine == 's390x' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", + "python_full_version < '3.13' and platform_machine != 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", + "python_full_version < '3.13' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra != 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts'", "python_full_version >= '3.14' and platform_machine != 's390x' and sys_platform == 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", "python_full_version >= '3.14' and platform_machine == 's390x' and sys_platform == 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", "python_full_version >= '3.14' and platform_machine != 's390x' and sys_platform == 'emscripten' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", @@ -35,38 +27,26 @@ resolution-markers = [ "python_full_version >= '3.14' and platform_machine != 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", "python_full_version >= '3.14' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", "python_full_version == '3.13.*' and platform_machine != 's390x' and sys_platform == 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", - "python_full_version == '3.12.*' and platform_machine != 's390x' and sys_platform == 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", + "python_full_version < '3.13' and platform_machine != 's390x' and sys_platform == 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", "python_full_version == '3.13.*' and platform_machine == 's390x' and sys_platform == 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", - "python_full_version == '3.12.*' and platform_machine == 's390x' and sys_platform == 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", + "python_full_version < '3.13' and platform_machine == 's390x' and sys_platform == 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", "python_full_version == '3.13.*' and platform_machine != 's390x' and sys_platform == 'emscripten' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", - "python_full_version == '3.12.*' and platform_machine != 's390x' and sys_platform == 'emscripten' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", + "python_full_version < '3.13' and platform_machine != 's390x' and sys_platform == 'emscripten' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", "python_full_version == '3.13.*' and platform_machine == 's390x' and sys_platform == 'emscripten' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", - "python_full_version == '3.12.*' and platform_machine == 's390x' and sys_platform == 'emscripten' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", + "python_full_version < '3.13' and platform_machine == 's390x' and sys_platform == 'emscripten' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", "python_full_version == '3.13.*' and platform_machine != 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", - "python_full_version == '3.12.*' and platform_machine != 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", + "python_full_version < '3.13' and platform_machine != 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", "python_full_version == '3.13.*' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", - "python_full_version == '3.12.*' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", - "python_full_version == '3.11.*' and platform_machine != 's390x' and sys_platform == 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", - "python_full_version == '3.11.*' and platform_machine == 's390x' and sys_platform == 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", - "python_full_version == '3.11.*' and platform_machine != 's390x' and sys_platform == 'emscripten' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", - "python_full_version == '3.11.*' and platform_machine == 's390x' and sys_platform == 'emscripten' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", - "python_full_version == '3.11.*' and platform_machine != 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", - "python_full_version == '3.11.*' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", - "python_full_version < '3.11' and platform_machine != 's390x' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", - "python_full_version < '3.11' and platform_machine == 's390x' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", + "python_full_version < '3.13' and platform_machine == 's390x' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra == 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", "python_full_version >= '3.14' and sys_platform == 'win32' and extra != 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", "python_full_version >= '3.14' and sys_platform == 'emscripten' and extra != 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", "python_full_version >= '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra != 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", "python_full_version == '3.13.*' and sys_platform == 'win32' and extra != 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", - "python_full_version == '3.12.*' and sys_platform == 'win32' and extra != 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", + "python_full_version < '3.13' and sys_platform == 'win32' and extra != 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", "python_full_version == '3.13.*' and sys_platform == 'emscripten' and extra != 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", - "python_full_version == '3.12.*' and sys_platform == 'emscripten' and extra != 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", + "python_full_version < '3.13' and sys_platform == 'emscripten' and extra != 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", "python_full_version == '3.13.*' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra != 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", - "python_full_version == '3.12.*' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra != 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", - "python_full_version == '3.11.*' and sys_platform == 'win32' and extra != 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", - "python_full_version == '3.11.*' and sys_platform == 'emscripten' and extra != 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", - "python_full_version == '3.11.*' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra != 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", - "python_full_version < '3.11' and extra != 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", + "python_full_version < '3.13' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra != 'extra-13-megatron-core-dev' and extra != 'extra-13-megatron-core-lts'", ] conflicts = [[ { package = "megatron-core", extra = "dev" }, @@ -95,9 +75,10 @@ version = "1.13.0" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "huggingface-hub" }, - { name = "numpy", version = "2.0.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11' or (extra == 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts')" }, - { name = "numpy", version = "2.4.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11' or (extra == 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts')" }, - { name = "packaging" }, + { name = "numpy", version = "2.0.2", source = { registry = "https://pypi.org/simple" }, marker = "extra == 'extra-13-megatron-core-dev'" }, + { name = "numpy", version = "2.4.4", source = { registry = "https://pypi.org/simple" }, marker = "extra == 'extra-13-megatron-core-lts' or extra != 'extra-13-megatron-core-dev'" }, + { name = "packaging", version = "25.0", source = { registry = "https://pypi.org/simple" }, marker = "extra == 'extra-13-megatron-core-dev'" }, + { name = "packaging", version = "26.1", source = { registry = "https://pypi.org/simple" }, marker = "extra == 'extra-13-megatron-core-lts' or extra != 'extra-13-megatron-core-dev'" }, { name = "psutil" }, { name = "pyyaml" }, { name = "safetensors" }, @@ -122,7 +103,7 @@ wheels = [ [[package]] name = "aiobotocore" -version = "3.3.0" +version = "3.4.0" source = { registry = "https://pypi.org/simple" } dependencies = [ { 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[ { name = "ruff" }, ] no-pypi-wheels = [ - { name = "emerging-optimizers", marker = "python_full_version >= '3.12' or (extra == 'extra-13-megatron-core-dev' and extra == 'extra-13-megatron-core-lts')" }, - { name = "fast-hadamard-transform" }, + { name = "emerging-optimizers" }, + { name = "flash-mla" }, ] test = [ { name = "coverage" }, + { name = "mock" }, { name = "nemo-run" }, { name = "nltk" }, { name = "pydantic" }, @@ -2972,8 +2769,8 @@ requires-dist = [ { name = "datasets", marker = "extra == 'lts'" }, { name = "einops", marker = "extra == 'dev'", specifier = "~=0.8" }, { name = "einops", marker = "extra == 'lts'", specifier = "~=0.8" }, - { name = "emerging-optimizers", marker = "python_full_version >= '3.12' and extra == 'dev'", git = "https://github.com/NVIDIA-NeMo/Emerging-Optimizers.git?rev=v0.2.0" }, - { name = "emerging-optimizers", marker = "python_full_version >= '3.12' and extra == 'lts'", git = "https://github.com/NVIDIA-NeMo/Emerging-Optimizers.git?rev=v0.2.0" }, + { name = "emerging-optimizers", marker = "extra == 'dev'", git = "https://github.com/NVIDIA-NeMo/Emerging-Optimizers.git?rev=v0.2.0" }, + { name = "emerging-optimizers", marker = "extra == 'lts'", git = "https://github.com/NVIDIA-NeMo/Emerging-Optimizers.git?rev=v0.2.0" }, { name = "fastapi", marker = "extra == 'dev'", specifier = "~=0.50" }, { name = "fastapi", marker = "extra == 'lts'", specifier = "~=0.50" }, { name = "flash-linear-attention", marker = "extra == 'dev'", specifier = "~=0.4.0" }, @@ -2989,10 +2786,8 @@ requires-dist = [ { name = "multi-storage-client", marker = "extra == 'dev'", specifier = "~=0.27" }, { name = "multi-storage-client", marker = "extra == 'lts'", specifier = "~=0.27" }, { name = "numpy" }, - { name = "nv-grouped-gemm", marker = "extra == 'dev'", specifier = "~=1.1" }, - { name = "nv-grouped-gemm", marker = "extra == 'lts'", specifier = "~=1.1" }, { name = "nvidia-modelopt", extras = ["torch"], marker = "sys_platform != 'darwin' and extra == 'dev'" }, - { name = "nvidia-resiliency-ext", marker = "extra == 'dev'" }, + { name = "nvidia-resiliency-ext", marker = "extra == 'dev'", git = "https://github.com/NVIDIA/nvidia-resiliency-ext.git?rev=b2bb3d728a18795807d9f76c535e005a609a1b01" }, { name = "nvtx", marker = "extra == 'dev'", specifier = "~=0.2" }, { name = "nvtx", marker = "extra == 'lts'", specifier = "~=0.2" }, { name = "onnxscript", marker = "extra == 'dev'" }, @@ -3000,6 +2795,7 @@ requires-dist = [ { name = "openai", extras = ["aiohttp"], marker = "extra == 'dev'" }, { name = "opentelemetry-api", marker = "extra == 'dev'", specifier = "~=1.33.1" }, { name = "opentelemetry-api", marker = "extra == 'lts'", specifier = "~=1.33.1" }, + { name = "orjson", marker = "extra == 'dev'" }, { name = "packaging", specifier = ">=24.2" }, { name = "quart", marker = "extra == 'dev'" }, { name = "sentencepiece", marker = "extra == 'mlm'" }, @@ -3011,7 +2807,7 @@ requires-dist = [ { name = "torch", specifier = ">=2.6.0" }, { name = "tqdm", marker = "extra == 'dev'" }, { name = "tqdm", marker = "extra == 'lts'" }, - { name = "transformer-engine", extras = ["core-cu13", "pytorch"], marker = "extra == 'dev'", git = "https://github.com/NVIDIA/TransformerEngine.git?rev=5671fd3675906cda1ade26c24a65d3dedd88eb89" }, + { name = "transformer-engine", extras = ["core-cu13", "pytorch"], marker = "extra == 'dev'", git = "https://github.com/NVIDIA/TransformerEngine.git?rev=f031cf87bd054c7558b887df7bed93975456667f" }, { name = "transformers", marker = "extra == 'mlm'" }, { name = "transformers", marker = "extra == 'training'" }, { name = "wandb", marker = "extra == 'mlm'" }, @@ -3052,11 +2848,12 @@ linting = [ { name = "ruff", specifier = "~=0.9.0" }, ] no-pypi-wheels = [ - { name = "emerging-optimizers", marker = "python_full_version >= '3.12'", git = "https://github.com/NVIDIA-NeMo/Emerging-Optimizers.git?rev=v0.2.0" }, - { name = "fast-hadamard-transform", git = 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soft guidance: 1. .github/CODEOWNERS was modified (+45/-1) — the -X theirs merge pulled main's detailed CODEOWNERS on top of dev's one-liner. 2. gh pr ready was invoked with a known non-exempt failure (gpt/gpt3_mcore_te_tp2_pp2_mhc) AND ~54 functional tests still QUEUED on H100/GB200. Changes: - State the CODEOWNERS rule as a HARD invariant in the Files to Override section: never modify, restore via `git checkout origin/dev -- .github/CODEOWNERS`, verify diff is empty. - Add a new "Pre-push invariant checks" bash block that runs before every push (initial and fix-push) and exits 1 if CODEOWNERS diverges from origin/dev. --- skills/nightly-sync/SKILL.md | 45 +++++++++++++++++++++++++++++++++++- 1 file changed, 44 insertions(+), 1 deletion(-) diff --git a/skills/nightly-sync/SKILL.md b/skills/nightly-sync/SKILL.md index b852960fe34..75cf10014e2 100644 --- a/skills/nightly-sync/SKILL.md +++ b/skills/nightly-sync/SKILL.md @@ -85,6 +85,21 @@ Main's versions are missing dev-only dependencies (e.g. `--group no_pypi_wheels` flag needed to install them. Keep dev's versions of all three files. +**IMPORTANT: `.github/CODEOWNERS` must NEVER be modified by the sync +bot under any circumstances.** Dev's CODEOWNERS is intentionally +different from main's — do not take main's version, do not merge them, +do not touch the file. If the merge produces a conflict or a non-zero +diff against `origin/dev` on this path, restore dev's version verbatim: + +``` +git checkout origin/dev -- .github/CODEOWNERS +``` + +Then verify with `git diff origin/dev -- .github/CODEOWNERS` — output +must be empty. Modifying CODEOWNERS triggers spurious reviewer +requests and conflicts with the dev team's governance; rolling back a +CODEOWNERS change after the PR lands is painful. + **NEVER manually edit `uv.lock`.** It is a machine-generated lockfile. If it needs to change, it must be regenerated with `uv lock` inside a CUDA container (see `.claude/skills/build-and-test/SKILL.md`). @@ -205,9 +220,37 @@ Run on ALL changed Python files (relative to `origin/dev`), in this order: 4. `pylint` on changed `megatron/core/` files — fix missing-docstring and line-too-long violations before pushing +### Pre-push invariant checks + +Before every `git push` in this workflow (the initial push in Phase 1 +AND every fix-push in Phase 3), run these bash checks. If any fails, +fix the condition and re-check before pushing: + +```bash +# 1. CODEOWNERS must be identical to dev's. +if ! git diff --quiet origin/dev -- .github/CODEOWNERS; then + echo "ABORT: .github/CODEOWNERS differs from origin/dev. Restore with:" + echo " git checkout origin/dev -- .github/CODEOWNERS" + exit 1 +fi + +# 2. Dependency-management triple must be identical to dev's. +for f in pyproject.toml uv.lock docker/Dockerfile.ci.dev; do + if ! git diff --quiet origin/dev -- "$f"; then + # pyproject.toml is allowed to differ ONLY for git source reconciliation + # (new [tool.uv.sources] entries from main). If you intentionally edited + # it for that reason, bypass this check by re-running with $f skipped. + echo "WARNING: $f differs from origin/dev" + fi +done +``` + +The CODEOWNERS check is a HARD abort — never push if it fails. + ### Commit and Push -Commit everything and push the branch. +After the pre-push invariant checks pass, commit everything and push +the branch. --- From 0913da79b3a5e6e80d2adb49cde659b707359c89 Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Thu, 23 Apr 2026 23:39:11 +0000 Subject: [PATCH 55/57] ci: include Python-only line-change stats in sync PR body Reviewers skim the PR stats line to gauge the real code surface, but the total is dominated by golden-value JSON and uv.lock churn. Add a Phase 2 instruction to compute and include Python-only additions / deletions (via 'git diff --numstat origin/dev...HEAD -- *.py') in the PR body. --- skills/nightly-sync/SKILL.md | 19 ++++++++++++++++--- 1 file changed, 16 insertions(+), 3 deletions(-) diff --git a/skills/nightly-sync/SKILL.md b/skills/nightly-sync/SKILL.md index 75cf10014e2..aed24c8fc8d 100644 --- a/skills/nightly-sync/SKILL.md +++ b/skills/nightly-sync/SKILL.md @@ -260,9 +260,22 @@ the branch. - Create as **draft**: `gh pr create --draft` - Body should include: 1. Summary of what was synced (number of commits from main) - 2. List of files where main's version was taken over the merge - 3. List of files that were deleted in dev but restored (and why) - 4. The remerge-diff output (`git show --remerge-diff HEAD` on the merge + 2. **Python-only line-change stats**, so reviewers can gauge the real + code surface (excluding golden-value JSON, uv.lock, etc.). Compute + with: + + ```bash + git diff --numstat origin/dev...HEAD -- '*.py' \ + | awk 'BEGIN{a=0;d=0} {a+=$1; d+=$2} END{ + printf "Python lines: +%d / -%d across %d files\n", a, d, NR + }' + ``` + + Include the exact line (e.g. `Python lines: +1234 / -567 across 42 files`) + in the PR body so reviewers see it at a glance. + 3. List of files where main's version was taken over the merge + 4. List of files that were deleted in dev but restored (and why) + 5. The remerge-diff output (`git show --remerge-diff HEAD` on the merge commit) so reviewers can inspect ONLY the conflict resolutions. If the output is very long, summarize conflicts by file and put the full diff in a collapsed `
` block. If git is too old for `--remerge-diff`, From 0d8ad45c4bbeff32d03e29be0f5888151f3db248 Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Thu, 23 Apr 2026 23:40:40 +0000 Subject: [PATCH 56/57] ci: schedule nightly sync to run daily at 21:00 UTC (2 PM PDT) GitHub Actions cron is UTC-only and does not follow DST, so the job runs at 1 PM PST during the winter months. --- .github/workflows/nightly-sync-main-to-dev.yml | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index 64027578824..e5c7d9776c5 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -16,6 +16,10 @@ name: Nightly Sync Main to Dev on: workflow_dispatch: + schedule: + # 21:00 UTC = 2 PM PDT (1 PM PST during winter — GitHub Actions cron + # is UTC-only and does not follow DST). + - cron: '0 21 * * *' concurrency: group: nightly-sync-main-to-dev From ddab623b9edbb38addb38737dab24287f9756e08 Mon Sep 17 00:00:00 2001 From: Philip Petrakian Date: Thu, 23 Apr 2026 23:47:46 +0000 Subject: [PATCH 57/57] ci: use rolling opus[1m] alias and raise --max-turns to 1500 opus[1m] is the Claude Code rolling alias for the latest Opus model with the 1M-context variant. It auto-resolves to the current Opus (4.7 today, 4.8+ automatically). Avoids having to bump this workflow on each Opus release. --- .github/workflows/nightly-sync-main-to-dev.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/nightly-sync-main-to-dev.yml b/.github/workflows/nightly-sync-main-to-dev.yml index e5c7d9776c5..333f6dbfbd3 100644 --- a/.github/workflows/nightly-sync-main-to-dev.yml +++ b/.github/workflows/nightly-sync-main-to-dev.yml @@ -191,6 +191,6 @@ jobs: show_full_output: true claude_args: | --allowedTools "Bash,Read,Edit,Write,Grep,Glob,Agent" - --model "claude-opus-4-6[1m]" + --model "opus[1m]" --effort max - --max-turns 1000 + --max-turns 1500