chufanchen

chufanchen's Stars

• replicate/cog

  Containers for machine learning

  Language:Python8.5k596

• openucx/ucx

  Unified Communication X (mailing list - https://elist.ornl.gov/mailman/listinfo/ucx-group)

  Language:C1.3k450

• bytedance/byteps

  A high performance and generic framework for distributed DNN training

  Language:Python3.7k491

• alexminnaar/AkkaDistBelief

  An implementation of DistBelief using the Akka Actor framework

  Language:Scala8323

• ucla-labx/distbelief

  Implementing Google's DistBelief paper

  Language:Python10924

• google-research/t5x

  Language:Python2.8k316

• kingoflolz/swarm-jax

  Swarm training framework using Haiku + JAX + Ray for layer parallel transformer language models on unreliable, heterogeneous nodes

  Language:Python23822

• stanfordnlp/dspy

  DSPy: The framework for programming—not prompting—language models

  Language:Python22.9k1.8k

• arogozhnikov/einops

  Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

  Language:Python8.8k369

• soumith/talks

  Language:Jupyter Notebook26651

• 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。

  Language:Python3.8k554

• mattjj/autodidact

  A pedagogical implementation of Autograd

  Language:Jupyter Notebook977100

• gbaydin/ml-aims-mt2022

  Material related to the practical sessions and assessment of the ML module, AIMS-CDT, University of Oxford

  Language:Jupyter Notebook3

• openxla/xla

  A machine learning compiler for GPUs, CPUs, and ML accelerators

  Language:C++3.1k533

• Hannibal046/Awesome-LLM

  Awesome-LLM: a curated list of Large Language Model

  22.6k1.9k

• OpenGVLab/LLaMA-Adapter

  [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters

  Language:Python5.9k380

• timoschick/pet

  This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"

  Language:Python1.6k281

• Oneflow-Inc/libai

  LiBai(李白): A Toolbox for Large-Scale Distributed Parallel Training

  Language:Python40056

• ggml-org/ggml

  Tensor library for machine learning

  Language:C++12.3k1.2k

• Lightning-AI/litgpt

  20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

  Language:Python11.9k1.2k

• facebookresearch/fairseq

  Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

  Language:Python31.3k6.5k

• facebookresearch/metaseq

  Repo for external large-scale work

  Language:Python6.5k726

• joonspk-research/generative_agents

  Generative Agents: Interactive Simulacra of Human Behavior

  18.8k2.5k

• bramgrooten/automatic-noise-filtering

  [AAMAS 2023] Code for the paper "Automatic Noise Filtering with Dynamic Sparse Training in Deep Reinforcement Learning"

  Language:Python13

• probabilisticai/probai-2023

  Materials of the Nordic Probabilistic AI School 2023.

  Language:Jupyter Notebook9019

• clayh53/tufte-jekyll

  Minimal Jekyll blog styled to resemble the look and layout of Edward Tufte's books

  Language:SCSS645207

• gillescastel/university-setup

  My note taking setup scripts.

  Language:Python40664

• epfml/optML-pku

  summer school materials

  445

• martyput/MDP_book

  11410

• meta-llama/llama-cookbook

  Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services

  Language:Jupyter Notebook16.6k2.4k