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v1.1.0: NeMo-RL v0.6.0 stack upgrade, GRPO multi-env, eval hardening - #4

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suseella merged 1 commit into
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May 9, 2026
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v1.1.0: NeMo-RL v0.6.0 stack upgrade, GRPO multi-env, eval hardening#4
suseella merged 1 commit into
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release/v1.1.0

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What's New

  • GRPO multi-environment training with finance_sec_search (multi-turn tool-calling) and equivalence_llm_judge environments
  • Qwen3-30B-A3B production pipeline with curriculum ordering and dynamic sampling
  • Stack upgrade: NeMo-RL v0.6.0, nemo-skills f81cb4e, vLLM 0.18.1/0.17.1, sglang v0.5.10.post1
  • Rollout scaling: multi-node vLLM, logical chunking, fault-tolerant execution
  • Eval pipeline hardening: DTensor v2 checkpoint conversion, per-environment eval outputs
  • Infrastructure: GPU layout utility, vLLM compatibility layer, workflow runner validation
  • Documentation: quick-start rewrite, dual backend guide, install accuracy fixes

…, eval pipeline hardening

- GRPO multi-environment training: finance_sec_search and equivalence_llm_judge with split configs
- Qwen3-30B-A3B production pipeline with curriculum ordering and dynamic sampling
- Stack upgrade: NeMo-RL v0.6.0, nemo-skills f81cb4e, vLLM 0.18.1/0.17.1, sglang v0.5.10.post1
- Rollout scaling: multi-node vLLM, logical chunking, fault-tolerant execution
- Eval pipeline hardening: DTensor v2 checkpoint conversion, per-environment outputs
- Infrastructure: GPU layout utility, vLLM compat layer, workflow runner validation
- Documentation: quick-start rewrite, dual backend guide, install accuracy fixes

Signed-off-by: Pritam Gundecha <pgundecha@nvidia.com>
@psgundecha-nv
psgundecha-nv requested a review from a team May 9, 2026 00:45
@psgundecha-nv psgundecha-nv self-assigned this May 9, 2026

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Good to merge

@suseella
suseella merged commit 080ee83 into main May 9, 2026
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@psgundecha-nv
psgundecha-nv deleted the release/v1.1.0 branch May 9, 2026 01:52
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2 participants