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Keep the Tokens Flowing: Lessons from 16 Open-Source RL Libraries
Amine Dirhoussi, Quentin Gallouédec, Kashif Rasul, Lewis Tunstall, Edward Beeching, Albert Villanova del Moral, Nouamane Tazi, Leandro von Werra, Sergio Paniego
发布时间
2026/3/10 08:00:00
来源类型
blog
语言
en
摘要
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
资源链接
example implementation of async RL with Monarchallenwang28.github.io/monarch-gpu-mode/05_rl_intro.htmlCareersapply.workable.com/huggingfacedouble-buffer patternen.wikipedia.org/wiki/Multiple_bufferingcheckpoint-enginegithub.com/MoonshotAI/checkpoint-enginegithub.com/NVIDIA-NeMo/RLgithub.com/NVIDIA-NeMo/RLgithub.com/NousResearch/atroposgithub.com/NousResearch/atroposgithub.com/NovaSky-AI/SkyRLgithub.com/NovaSky-AI/SkyRLgithub.com/OpenPipe/ARTgithub.com/OpenPipe/ARTgithub.com/PrimeIntellect-ai/prime-rlgithub.com/PrimeIntellect-ai/prime-rlgithub.com/PrimeIntellect-ai/verifiersgithub.com/PrimeIntellect-ai/verifiersgithub.com/ServiceNow/PipelineRLgithub.com/ServiceNow/PipelineRLgithub.com/THUDM/slimegithub.com/THUDM/slimeNVIDIA's NIXL transfer librarygithub.com/ai-dynamo/nixlgithub.com/alibaba/ROLLgithub.com/alibaba/ROLLgithub.com/allenai/open-instructgithub.com/allenai/open-instructgithub.com/google/tunixgithub.com/google/tunixUpdate on GitHubgithub.com...log/blob/main/async-rl-training-landscape.mdTRLgithub.com/huggingface/trlgithub.com/inclusionAI/AReaLgithub.com/inclusionAI/AReaLAwexgithub.com/inclusionAI/asystem-awexMooncake Transfer Enginegithub.com/kvcache-ai/Mooncakegithub.com/meta-pytorch/torchforgegithub.com/meta-pytorch/torchforgeMonarchgithub.com/pytorch/monarchgithub.com/radixark/milesgithub.com/radixark/milesgithub.com/sail-sg/oatgithub.com/sail-sg/oatgithub.com/verl-project/verlgithub.com/verl-project/verlNCCLWeightTransferEnginegithub.com...m/distributed/weight_transfer/nccl_engine.pyQED-Nano rollout lengthshuggingface.co/spaces/lm-provers/qed-nano-blogpostsurvey by Anyscalewww.anyscale.com/blog/open-source-rl-libraries-for-llmsvLLM benchmarks on a single H100 80GB GPUwww.databasemart.com/blog/vllm-gpu-benchmark-h100Forgewww.minimax.io...ge-scalable-agent-rl-framework-and-algorithm原始来源页面huggingface.co/blog/async-rl-training-landscape
元数据
来源Hugging Face Blog
类型blog
抽取状态raw
关键词
AI
LLM