Lists (6)
Stars
verl: Volcano Engine Reinforcement Learning for LLMs
A curated list of resources for Learning with Noisy Labels
A straightforward method for training your LLM, from downloading data to generating text.
每个人都能看懂的大模型知识分享，LLMs春/秋招大模型面试前必看，让你和面试官侃侃而谈
My learning notes/codes for ML SYS.
[Survey] Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey
A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 🍓 and reasoning techniques.
Python library for solving reinforcement learning (RL) problems using generative models (e.g. Diffusion Models).
PyTorch tutorials, examples and some books I found 【不定期更新】整理的PyTorch 最新版教程、例子和书籍
A resource for learning about Machine learning & Deep Learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
An Easy-to-use, Scalable and High-performance RLHF Framework based on Ray (PPO & GRPO & REINFORCE++ & vLLM & RFT & Dynamic Sampling & Async Agent RL)
Explorations into the proposed Streaming Deep Reinforcement Learning, from University of Alberta
Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.
中文羊驼大模型三期项目 (Chinese Llama-3 LLMs) developed from Meta Llama 3
LLM Tuning with PEFT (SFT+RM+PPO+DPO with LoRA)
A useful list of NLP(Natural Language Processing) resources
A Python implementation of LightFM, a hybrid recommendation algorithm.
Best Practices on Recommendation Systems
《动手学大模型Dive into LLMs》系列编程实践教程
仅需Python基础，从0构建大语言模型；从0逐步构建GLM4\Llama3\RWKV6， 深入理解大模型原理
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step