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pjin/super-v3.5-dev-20260826 - #3941

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pjin/super-v3.5-dev-20260826#3941
pjin-nvidia wants to merge 26 commits into
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HeyyyyyyG and others added 17 commits August 26, 2026 17:03
Signed-off-by: Jiaqi Zeng <jiaqiz@nvidia.com>
Signed-off-by: Peter Jin <pjin@nvidia.com>
Signed-off-by: Peter Jin <pjin@nvidia.com>
Signed-off-by: Peter Jin <pjin@nvidia.com>
Signed-off-by: Peter Jin <pjin@nvidia.com>
…ersion.

Signed-off-by: Peter Jin <pjin@nvidia.com>
Signed-off-by: Peter Jin <pjin@nvidia.com>
Signed-off-by: Peter Jin <pjin@nvidia.com>
Signed-off-by: Peter Jin <pjin@nvidia.com>
Signed-off-by: Peter Jin <pjin@nvidia.com>
…in/super-v3.5-dev-20260826

Signed-off-by: Peter Jin <pjin@nvidia.com>
Signed-off-by: Guyue Huang <guyueh@nvidia.com>
Signed-off-by: Peter Jin <pjin@nvidia.com>
Signed-off-by: Peter Jin <pjin@nvidia.com>
Signed-off-by: Peter Jin <pjin@nvidia.com>
Signed-off-by: Peter Jin <pjin@nvidia.com>
Signed-off-by: Peter Jin <pjin@nvidia.com>
Signed-off-by: Peter Jin <pjin@nvidia.com>
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copy-pr-bot Bot commented Aug 31, 2026

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This pull request requires additional validation before any workflows can run on NVIDIA's runners.

Pull request vetters can view their responsibilities here.

Contributors can view more details about this message here.

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✅ Submodule Fast-Forward Check Results

Check based on commit: 0da8502 (PR #3941 from pjin/super-v3.5-dev-20260826)

✅ Submodules that are properly updated:

Gym: ✅ PR branch is ahead of super-v3.5-posttraining branch (fast-forward)
Megatron-Bridge: ✅ PR branch is ahead of super-v3.5-posttraining branch (fast-forward)

All submodule changes look good! ✨

vLLM 0.25 can raise a plain ValueError when a chat prompt exceeds the model context. The embedded endpoint surfaced that as HTTP 500, causing NeMo Gym to retry a deterministic request that cannot succeed.

Translate only context-length-shaped ValueErrors to HTTP 400 while preserving all typed VLLMValidationError handling and re-raising unrelated ValueErrors. Keep local clamp errors recognizable by Gym and cover each exception path with unit tests.

Signed-off-by: Yi-Fu Wu <yifu.wu@gmail.com>
Signed-off-by: Peter Jin <pjin@nvidia.com>
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✅ Submodule Fast-Forward Check Results

Check based on commit: a56840a (PR #3941 from pjin/super-v3.5-dev-20260826)

✅ Submodules that are properly updated:

Gym: ✅ PR branch is ahead of super-v3.5-posttraining branch (fast-forward)
Megatron-Bridge: ✅ PR branch is ahead of super-v3.5-posttraining branch (fast-forward)

All submodule changes look good! ✨

Signed-off-by: Peter Jin <pjin@nvidia.com>
Signed-off-by: Peter Jin <pjin@nvidia.com>
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✅ Submodule Fast-Forward Check Results

Check based on commit: 7fb0601 (PR #3941 from pjin/super-v3.5-dev-20260826)

✅ Submodules that are properly updated:

Gym: ✅ PR branch is ahead of super-v3.5-posttraining branch (fast-forward)
Megatron-Bridge: ✅ PR branch is ahead of super-v3.5-posttraining branch (fast-forward)

All submodule changes look good! ✨

pjin-nvidia and others added 6 commits August 31, 2026 18:12
…n; enable by setting `seq_logprob_error_force_on_policy: true`. This skips separate logprob computation, reducing the minimum total step time, but also subtly changes the sequence masking normalization.

Signed-off-by: Peter Jin <pjin@nvidia.com>
Represent routed-expert data as logical Ray-backed slices across successive model calls, splice the next prefill route over the prior padded decode route, and preserve the segmented references while flattening training messages. Also pin the Gym correction-turn metadata fix so every call retains its router-replay identity.

Signed-off-by: Yi-Fu Wu <yifu.wu@gmail.com>
Signed-off-by: Peter Jin <pjin@nvidia.com>
Signed-off-by: Peter Jin <pjin@nvidia.com>
Signed-off-by: Peter Jin <pjin@nvidia.com>
…/?).

Signed-off-by: Peter Jin <pjin@nvidia.com>
Signed-off-by: Peter Jin <pjin@nvidia.com>
@github-actions github-actions Bot added the Documentation Improvements or additions to documentation label Sep 1, 2026
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4 participants