后训练 / RLHF

11 条

SFT、奖励建模、PPO / GRPO / DPO 等对齐训练。

#仓库Stars
1deepspeedai/DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
43k
2verl-project/verl
verl/HybridFlow: A Flexible and Efficient RL Post-Training Framework
24k
3huggingface/trl
Train transformer language models with reinforcement learning.
20k
4OpenRLHF/OpenRLHF
An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Async RL)
10k
5lucidrains/PaLM-rlhf-pytorch
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
7.9k
6shibing624/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。
5.9k
7huggingface/alignment-handbook
Robust recipes to align language models with human and AI preferences
5.7k
8CrazyBoyM/llama3-Chinese-chat
Llama3-中文后训练版
4.1k
9Exorust/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.
2.6k
10LYL1015/JarvisEvo
[CVPR' 2026] JarvisEvo: Towards a Self-Evolving Photo Editing Agent with Synergistic Editor-Evaluator Optimization
415
11DAGroup-PKU/PyRUA-Lean
Fewer Tokens, Better Action: GPT-6 Astra Robot Agents with 14% Higher Success but 65% Fewer Tokens
232