chore: nightly sync main into dev (07_05_2026) - #4684
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svcnvidia-nemo-ci wants to merge 113 commits into
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chore: nightly sync main into dev (07_05_2026)#4684svcnvidia-nemo-ci wants to merge 113 commits into
svcnvidia-nemo-ci wants to merge 113 commits into
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Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com> Co-authored-by: Xin Yao <xiny@nvidia.com>
Co-authored-by: john2 <john2@jrlogin01.jureca>
Signed-off-by: Charlie Truong <chtruong@nvidia.com>
Co-authored-by: root <root@nvl72098-T17.cm.cluster> Co-authored-by: William Dykas <wdykas@oci-hsg-cs-001-vscode-03.cm.cluster> Co-authored-by: root <root@nvl72160-T13.cm.cluster>
…classmethod (#3812) Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: Dmytro Pykhtar <37850217+dimapihtar@users.noreply.github.com>
Signed-off-by: oliver könig <okoenig@nvidia.com>
#4403) Co-authored-by: Antoni-Joan Solergibert <asolergibert@nvidia.com>
Co-authored-by: Philip Petrakian <ppetrakian@nvidia.com>
Signed-off-by: Maanu Grover <maanug@nvidia.com> Co-authored-by: claude[bot] <209825114+claude[bot]@users.noreply.github.com>
Signed-off-by: dimapihtar <dpykhtar@nvidia.com>
Signed-off-by: dimapihtar <dpykhtar@nvidia.com>
Co-authored-by: Siddharth Singh <sidsingh@nvidia.com> Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
…nference cuda graph scope for hybrid models (#4440)
…ss curve gaps for latent MoE models (#4433) Signed-off-by: root <jiemingz@nvidia.com>
…4158) Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
…4422) Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Signed-off-by: rprenger <rprenger@nvidia.com>
Signed-off-by: qiyuw <qiyuw@nvidia.com> Co-authored-by: Antoni-Joan Solergibert <asolergibert@nvidia.com>
Signed-off-by: Keshav Santhanam <ksanthanam@nvidia.com>
Signed-off-by: dimapihtar <dpykhtar@nvidia.com>
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# Conflicts: # megatron/core/distributed/param_and_grad_buffer.py
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Summary
This PR syncs
mainintodev, merging 109 commits frommain.Python lines: +35569 / -10794 across 265 files
Files where main's version was taken over the merge
Per the nightly-sync skill, these files have known semantic conflicts where dev's version references args/APIs main has removed:
megatron/training/training.pymegatron/training/initialize.pymegatron/training/utils.pymegatron/training/datasets/data_samplers.pymegatron/core/optimizer/layer_wise_optimizer.pyFiles restored from main
megatron/core/pipeline_parallel/hybrid_cp_schedule.py— needed by main'sHybridCPDataLoaderWrapperSpecial-case merges
megatron/core/datasets/data_schedule.py— kept dev's classes (BasePackingScheduler,DpBalancedScheduler,DefaultDynamicCPScheduler,wrap_data_iterator,get_batch_on_this_rank_for_sequence_packing) and appended main'sHybridCPDataLoaderWrapperclass. Added imports forAny,List, andBalancedCPSchedulerto support both class sets.Files deleted from main accepted
These were intentionally removed on main (PR #4207, #4322, etc.):
megatron/legacy/model/__init__.pymegatron/legacy/model/transformer.pytools/checkpoint/loader_legacy.pytools/checkpoint/loader_llama_mistral.py(Plus the rest of
megatron/legacy/model/*automatically deleted by the merge.)Files explicitly NOT taken from main
Per the skill, the dependency-management triple stays on dev:
pyproject.tomluv.lockdocker/Dockerfile.ci.dev.github/CODEOWNERSleft at dev's version (verified empty diff).Git source reconciliation
pyproject.toml[tool.uv.sources]: dev includesfast-hadamard-transform(not on main) and a differentnvidia-resiliency-extrevision. Dev'snvrx.pyusesgetattr(...)for the symbols main expects, so dev's revision is compatible.Test plan
tools/autoformat.sh CHECK_ONLY=true)