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Unlocking Agentic RL Training for GPT-OSS: A Practical Retrospective

Hugging Face · published 27 January 2026

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Introducing gpt-oss Read at the source ↗
openai.com
https://cookbook.openai.com/articles/gpt-oss/fine-tune-transfomers
cookbook.openai.com
https://unsloth.ai/docs/models/gpt-oss-how-to-run-and-fine-tune/tutorial-how-to-fine-tune-gpt-oss
unsloth.ai
https://github.com/volcengine/verl/issues/3794
github.com
https://github.com/volcengine/verl
github.com
https://github.com/verl-project/verl-recipe/tree/21892b9276936efab5375c3f6b8415e472ef7118/retool
github.com
https://arxiv.org/abs/2507.02833
arxiv.org
https://arxiv.org/pdf/2510.11370v1
arxiv.org
https://yingru.notion.site/When-Speed-Kills-Stability-Demystifying-RL-Collapse-from-the-Training-Inference-Mismatch-271211a558b7808d8b12d403fd15edda
yingru.notion.site
https://verl.readthedocs.io/en/latest/algo/rollout_corr.html
verl.readthedocs.io
https://github.com/vllm-project/flash-attention/pull/75
github.com
https://cdn-uploads.huggingface.co/production/uploads/64efbd469e7770db74cb72f5/ryT_y9BpbFSdMDxNYlVlK.png
cdn-uploads.huggingface.co
https://github.com/huggingface/transformers/issues/40073
github.com