zyeric

zyeric's Stars

• ggerganov/llama.cpp

  LLM inference in C/C++

  Language:C++74.3k5714.5k10.7k

• meta-llama/llama

  Inference code for Llama models

  Language:Python57.9k5321.1k9.7k

• ray-project/ray

  Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

  Language:Python36.2k47919.8k6.1k

• huggingface/pytorch-image-models

  The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

  Language:Python33.6k3189624.9k

• openai/CLIP

  CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

  Language:Jupyter Notebook28.1k3254173.5k

• Dao-AILab/flash-attention

  Fast and memory-efficient exact attention

  Language:Python16.5k1251.3k1.6k

• openai/evals

  Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

  Language:Python15.8k2672172.7k

• state-spaces/mamba

  Mamba SSM architecture

  Language:Python14.4k1056281.3k

• mlfoundations/open_clip

  An open source implementation of CLIP.

  Language:Python11.4k835341.1k

• facebookresearch/xformers

  Hackable and optimized Transformers building blocks, supporting a composable construction.

  Language:Python9.2k76612653

• huggingface/accelerate

  🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

  Language:Python8.5k961.8k1.1k

• modelscope/modelscope

  ModelScope: bring the notion of Model-as-a-Service to life.

  Language:Python7.6k79702780

• Oneflow-Inc/oneflow

  OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.

  Language:C++7.6k2451k833

• facebookresearch/DiT

  Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

  Language:Python7k4688633

• google-deepmind/alphageometry

  Language:Python4.4k57138505

• mosaicml/llm-foundry

  LLM training code for Databricks foundation models

  Language:Python4.2k48397557

• baichuan-inc/Baichuan2

  A series of large language models developed by Baichuan Intelligent Technology

  Language:Python4.1k40395299

• suragnair/alpha-zero-general

  A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

  Language:Jupyter Notebook4.1k1131831.1k

• esbatmop/MNBVC

  MNBVC(Massive Never-ending BT Vast Chinese corpus)超大规模中文语料集。对标chatGPT训练的40T数据。MNBVC数据集不但包括主流文化，也包括各个小众文化甚至火星文的数据。MNBVC数据集包括新闻、作文、小说、书籍、杂志、论文、台词、帖子、wiki、古诗、歌词、商品介绍、笑话、糗事、聊天记录等一切形式的纯文本中文数据。

  3.8k6760265

• pytorch/torchtitan

  A PyTorch native library for large model training

  Language:Python3.5k52278320

• google-research/scenic

  Scenic: A Jax Library for Computer Vision Research and Beyond

  Language:Python3.5k36271452

• tensorflow/lingvo

  Lingvo

  Language:Python2.8k117254448

• merrymercy/awesome-tensor-compilers

  A list of awesome compiler projects and papers for tensor computation and deep learning.

  2.5k1151309

• microsoft/mup

  maximal update parametrization (µP)

  Language:Jupyter Notebook1.5k296298

• NVIDIA/nccl-tests

  NCCL Tests

  Language:Cuda1k26257268

• volcengine/veScale

  A PyTorch Native LLM Training Framework

  Language:Python762322142

• google-research/vmoe

  Language:Jupyter Notebook614131753

• llvm/Polygeist

  C/C++ frontend for MLIR. Also features polyhedral optimizations, parallel optimizations, and more!

  Language:C++52621142128

• facebookresearch/iopath

  A python library that provides common I/O interface across different storage backends.

  Language:Python141141324

• microsoft/nnscaler

  nnScaler: Compiling DNN models for Parallel Training

  Language:Python10381513