chufanchen

chufanchen's Stars

• dibyaghosh/jaxrl_m

  Skeleton for scalable and flexible Jax RL implementations

  Language:Python66

• lafmdp/Awesome-Papers-Autonomous-Agent

  A collection of recent papers on building autonomous agent. Two topics included: RL-based / LLM-based agents.

  61155

• KaiYan289/RLpapersnote

  392

• mit-han-lab/nunchaku

  SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models

  Language:Cuda54528

• keraJLi/rejax

  Language:Python1597

• zhaochenyang20/Awesome-ML-SYS-Tutorial

  My learning notes/codes for ML SYS.

  Language:Python26710

• sgl-project/sglang

  SGLang is a fast serving framework for large language models and vision language models.

  Language:Python6.7k605

• kevmo314/scuda

  SCUDA is a GPU over IP bridge allowing GPUs on remote machines to be attached to CPU-only machines.

  Language:C++58121

• pytorch/kineto

  A CPU+GPU Profiling library that provides access to timeline traces and hardware performance counters.

  Language:HTML754170

• PaddlePaddle/Paddle

  PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

  Language:C++22.4k5.6k

• inspirai/TimeChamber

  A Massively Parallel Large Scale Self-Play Framework

  Language:Python32032

• RussWong/CUDATutorial

  A CUDA tutorial to make people learn CUDA program from 0

  Language:Cuda19953

• DefTruth/CUDA-Learn-Notes

  📚150+ Tensor/CUDA Cores Kernels, ⚡️flash-attn-mma, ⚡️hgemm with WMMA, MMA and CuTe (98%~100% TFLOPS of cuBLAS/FA2 🎉🎉).

  Language:Cuda1.8k181

• natolambert/rlhf-book

  Textbook on reinforcement learning from human feedback

  Language:TeX8711

• sustcsonglin/flash-linear-attention

  Efficient implementations of state-of-the-art linear attention models in Pytorch and Triton

  Language:Python1.5k71

• huggingface/trl

  Train transformer language models with reinforcement learning.

  Language:Python10.4k1.3k

• triton-lang/triton

  Development repository for the Triton language and compiler

  Language:C++13.8k1.7k

• masa-ue/RLfinetuning_Diffusion_Bioseq

  Code for the tutorial/review paper for RL-based-fine-tuniing. In this code, we especially focus on the design of biological sequences like DNA (enhancers) and RNA (UTRs) design.

  Language:Jupyter Notebook984

• tatsu-lab/gpt_paper_assistant

  GPT4 based personalized ArXiv paper assistant bot

  Language:Python495123

• EdanToledo/Stoix

  🏛️A research-friendly codebase for fast experimentation of single-agent reinforcement learning in JAX • End-to-End JAX RL

  Language:Python25226

• CleanDiffuserTeam/CleanDiffuser

  CleanDiffuser: An Easy-to-use Modularized Library for Diffusion Models in Decision Making

  Language:Jupyter Notebook43939

• BVLC/caffe

  Caffe: a fast open framework for deep learning.

  Language:C++34.2k18.7k

• mcinglis/c-style

  My favorite C programming practices.

  2k99

• BBuf/how-to-learn-deep-learning-framework

  how to learn PyTorch and OneFlow

  36923

• EmptyJackson/policy-guided-diffusion

  Official implementation of the RLC 2024 paper "Policy-Guided Diffusion"

  Language:Python1247

• tracel-ai/burn

  Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals.

  Language:Rust9.2k459

• sun-hailong/LAMDA-PILOT

  🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox

  Language:Python32935

• SalesforceAIResearch/DiffusionDPO

  Code for "Diffusion Model Alignment Using Direct Preference Optimization"

  Language:Python29125

• OpenRLHF/OpenRLHF

  An Easy-to-use, Scalable and High-performance RLHF Framework (70B+ PPO Full Tuning & Iterative DPO & LoRA & RingAttention & RFT)

  Language:Python3.3k312

• state-spaces/s4

  Structured state space sequence models

  Language:Jupyter Notebook2.5k300