zhliu0106

zhliu0106's Stars

• openai/swarm

  Educational framework exploring ergonomic, lightweight multi-agent orchestration. Managed by OpenAI Solution team.

  Language:Python17.5k286111.8k

• naklecha/llama3-from-scratch

  llama3 implementation one matrix multiplication at a time

  Language:Jupyter Notebook14k99181.1k

• liguodongiot/llm-action

  本项目旨在分享大模型相关技术原理以及实战经验（大模型工程化、大模型应用落地）

  Language:HTML12.6k104241.4k

• datawhalechina/easy-rl

  强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/

  Language:Jupyter Notebook9.9k801481.9k

• vwxyzjn/cleanrl

  High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

  Language:Python6k37186681

• facebookresearch/lingua

  Meta Lingua: a lean, efficient, and easy-to-hack codebase to research LLMs.

  Language:Python4.4k2840226

• nerfies/nerfies.github.io

  Language:JavaScript2.8k385995

• atfortes/Awesome-LLM-Reasoning

  Reasoning in Large Language Models: Papers and Resources, including Chain-of-Thought and OpenAI o1 🍓

  2.2k403126

• openai/simple-evals

  Language:Python2.1k2815185

• zjunlp/EasyEdit

  [ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.

  Language:Jupyter Notebook2k24375244

• GAIR-NLP/O1-Journey

  O1 Replication Journey: A Strategic Progress Report – Part I

  1.8k351556

• XinJingHao/DRL-Pytorch

  Clean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL)

  Language:Python1.7k109210

• hrishioa/lumentis

  AI powered one-click comprehensive docs from transcripts and text.

  Language:TypeScript1.6k1020100

• RLHFlow/RLHF-Reward-Modeling

  Recipes to train reward model for RLHF.

  Language:Python1.1k213276

• ericyangyu/PPO-for-Beginners

  A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-with-pytorch-part-1-4-613dfc1b14c8.

  Language:Python827129120

• vwxyzjn/ppo-implementation-details

  The source code for the blog post The 37 Implementation Details of Proximal Policy Optimization

  Language:Python66936100

• hemingkx/SpeculativeDecodingPapers

  📰 Must-read papers and blogs on Speculative Decoding ⚡️

  54526426

• chrisliu298/awesome-llm-unlearning

  A resource repository for machine unlearning in large language models

  2656214

• jlko/semantic_uncertainty

  Codebase for reproducing the experiments of the semantic uncertainty paper (short-phrase and sentence-length experiments).

  Language:Python26531025

• isXinLiu/Awesome-MLLM-Safety

  Accepted by IJCAI-24 Survey Track

  Language:Python180804

• GraySwanAI/nanoGCG

  A fast + lightweight implementation of the GCG algorithm in PyTorch

  Language:Python15221237

• ZubinGou/math-evaluation-harness

  A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨

  Language:Python1412411

• OpenSafetyLab/SALAD-BENCH

  【ACL 2024】 SALAD benchmark & MD-Judge

  Language:Python1144211

• NumberChiffre/mcts-llm

  Language:Jupyter Notebook83431

• renqibing/ActorAttack

  Language:Python61121

• rishub-tamirisa/tamper-resistance

  Official Repository for "Tamper-Resistant Safeguards for Open-Weight LLMs"

  Language:Python421105

• zjysteven/mink-plus-plus

  Min-K%++: Improved baseline for detecting pre-training data of LLMs https://arxiv.org/abs/2404.02936

  Language:Python28275

• idanshen/Value-Augmented-Sampling

  Language:Python18232

• zhliu0106/probing-lm-data

  Official Implementation of "Probing Language Models for Pre-training Data Detection"

  Language:Python17102

• zhliu0106/learning-to-refuse

  Official Implementation of "Learning to Refuse: Towards Mitigating Privacy Risks in LLMs"

  Language:Python8144