后训练 / RLHF
11 条SFT、奖励建模、PPO / GRPO / DPO 等对齐训练。
| # | 仓库 | 分类 | Stars | 最近推送 |
|---|---|---|---|---|
| 1 | deepspeedai/DeepSpeed DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective. | 分布式训练 | 43k | 2026-11-10 11:01 UTC |
| 2 | verl-project/verl verl/HybridFlow: A Flexible and Efficient RL Post-Training Framework | 后训练 / RLHF | 24k | 2026-11-10 06:37 UTC |
| 3 | huggingface/trl Train transformer language models with reinforcement learning. | 后训练 / RLHF | 20k | 2026-11-10 10:37 UTC |
| 4 | OpenRLHF/OpenRLHF An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Async RL) | 后训练 / RLHF | 10k | 2026-11-03 03:17 UTC |
| 5 | lucidrains/PaLM-rlhf-pytorch Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM | 后训练 / RLHF | 7.9k | 2026-09-20 15:27 UTC |
| 6 | shibing624/MedicalGPT MedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training Pipeline. 训练医疗大模型,实现了包括增量预训练(PT)、有监督微调(SFT)、RLHF、DPO、ORPO、GRPO。 | 后训练 / RLHF | 5.9k | 2026-09-15 13:46 UTC |
| 7 | huggingface/alignment-handbook Robust recipes to align language models with human and AI preferences | 后训练 / RLHF | 5.7k | 2026-09-23 14:09 UTC |
| 8 | CrazyBoyM/llama3-Chinese-chat Llama3-中文后训练版 | 后训练 / RLHF | 4.1k | 2026-02-21 08:22 UTC |
| 9 | Exorust/TorchLeet LeetCode for PyTorch — 65 ML/AI interview problems from real interviews at Google, Meta, Anthropic. Jupyter notebooks, an auto-grader, and an MCP AI tutor. | 后训练 / RLHF | 2.6k | 2026-11-06 14:52 UTC |
| 10 | LYL1015/JarvisEvo [CVPR' 2026] JarvisEvo: Towards a Self-Evolving Photo Editing Agent with Synergistic Editor-Evaluator Optimization | 后训练 / RLHF | 415 | 2026-02-22 08:23 UTC |
| 11 | DAGroup-PKU/PyRUA-Lean Fewer Tokens, Better Action: GPT-6 Astra Robot Agents with 14% Higher Success but 65% Fewer Tokens | 后训练 / RLHF | 232 | 2026-11-08 13:08 UTC |