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Add tables and histogram for RL staleness - #4097

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tdene merged 6 commits into
NVIDIA:mainfrom
tdene:tde/rl_staleness_histogram
Apr 17, 2026
Merged

Add tables and histogram for RL staleness#4097
tdene merged 6 commits into
NVIDIA:mainfrom
tdene:tde/rl_staleness_histogram

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@tdene tdene commented Apr 1, 2026

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What does this PR do ?

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@tdene
tdene marked this pull request as ready for review April 2, 2026 13:03
@tdene
tdene requested a review from a team as a code owner April 2, 2026 13:03
@svcnvidia-nemo-ci
svcnvidia-nemo-ci requested a review from a team April 2, 2026 13:04
@svcnvidia-nemo-ci svcnvidia-nemo-ci added this to the Core 0.16 milestone Apr 2, 2026
@tdene

tdene commented Apr 2, 2026

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/claude review

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LGTM

Comment thread megatron/rl/rl_utils.py
Comment thread megatron/rl/rl_utils.py
Comment thread megatron/rl/rl_utils.py Outdated
@svcnvidia-nemo-ci svcnvidia-nemo-ci added the Approved All necessary approvals have been made label Apr 8, 2026
@Phlip79
Phlip79 removed the request for review from a team April 15, 2026 16:18
@tdene
tdene added this pull request to the merge queue Apr 17, 2026
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🔄 Merge queue validation started!

You can track the progress here: https://github.com/NVIDIA/Megatron-LM/actions/runs/24570455153

Merged via the queue into NVIDIA:main with commit 23663a8 Apr 17, 2026
62 of 63 checks passed
@tdene
tdene deleted the tde/rl_staleness_histogram branch April 17, 2026 15:11
Victarry pushed a commit to yanring/Megatron-LM that referenced this pull request Apr 20, 2026
* origin/main: (286 commits)
  Rename MambaModel/MambaStack to HybridModel/HybridStack (NVIDIA#4099)
  Fix Megatron initialization with extra_args_provider (NVIDIA#4327)
  Fix RL to once again work with --skip-train (NVIDIA#4249)
  Add activation logging and tokens per expert logging (NVIDIA#3842)
  Make param_index_map always use unpacked (full numel) offsets (NVIDIA#4328)
  FA4 Inference (NVIDIA#4186)
  Fix RL reward due to stop token (NVIDIA#4096)
  cp: Fix UT timeout (NVIDIA#4310) (NVIDIA#4373)
  feat(ckpt): add --async-ckpt-use-cpu-shm argument (NVIDIA#4355)
  Update copy-pr-bot.yaml [skip ci]
  Docs: improve docstrings and comments in example training loop (NVIDIA#4041)
  Add QK layernorm support for dot-product attention in MambaModel (NVIDIA#4067)
  Fix bug with non-partial rollouts (NVIDIA#3964)
  [docs] ci: use parent-relative json_url for version picker (NVIDIA#4367)
  Add tables and histogram for RL staleness (NVIDIA#4097)
  Port DeepSeek Sparse Attention to `MambaModel` (NVIDIA#3553)
  docs: bump versions1.json to 0.17.0 (latest) (NVIDIA#4360)
  Fix potential coredump issue that occurs when saving a checkpoint (NVIDIA#1871)
  ci(gb200): add 1-node mr-github functional test variants (NVIDIA#4334)
  fix: wait for async P2P send before deallocating output tensor (NVIDIA#4047)
  ...

# Conflicts:
#	megatron/core/transformer/cuda_graphs.py
yangbofun pushed a commit to xlm-research/Megatron-LM that referenced this pull request May 22, 2026
yhgalaxy pushed a commit to yhgalaxy/Megatron-LM that referenced this pull request Jun 17, 2026
Signed-off-by: yhgalaxy <yhgalaxy@outlook.com>
jon-barker pushed a commit to jon-barker/Megatron-LM that referenced this pull request Jul 10, 2026
Signed-off-by: Jon Barker <jbarker@aws-cmh-slurm-1-vscode-02.cm.cluster>
terminator123 pushed a commit to 021ai/Megatron-LM that referenced this pull request Aug 3, 2026
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3 participants