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aitemplate

AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.

annotated-transformer

An annotated implementation of the Transformer paper.

auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

colossalai

Colossal-AI: A Unified Deep Learning System for Big Model Era

cppcoreguidelines

The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++

cuda-samples

Samples for CUDA Developers which demonstrates features in CUDA Toolkit

cutlass

CUDA Templates for Linear Algebra Subroutines

deeplearningexamples

Deep Learning Examples

deeplearningnotes

机器学习和量化分析学习进行中

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

exercise

exercise for nndl

gemm-study

gpt-quant

gpt4all

gpt4all: open-source LLM chatbots that you can run anywhere

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

hugectr

HugeCTR is a high efficiency GPU framework designed for Click-Through-Rate (CTR) estimating training

incubator-brpc

Industrial-grade RPC framework used throughout Baidu, with 1,000,000+ instances and thousands kinds of services, called "baidu-rpc" inside Baidu.

iree

A retargetable MLIR-based machine learning compiler and runtime toolkit.

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

llama.cpp

Port of Facebook's LLaMA model in C/C++

llama2.c

Inference Llama 2 in one file of pure C

llvm-project

The LLVM Project is a collection of modular and reusable compiler and toolchain technologies. Note: the repository does not accept github pull requests at this moment. Please submit your patches at http://reviews.llvm.org.

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

milvus

A cloud-native vector database, storage for next generation AI applications

moss

An open-source tool-augmented conversational language model from Fudan University

nccl

Optimized primitives for collective multi-GPU communication

netron

Visualizer for neural network, deep learning, and machine learning models

nginx

An official read-only mirror of http://hg.nginx.org/nginx/ which is updated hourly. Pull requests on GitHub cannot be accepted and will be automatically closed. The proper way to submit changes to nginx is via the nginx development mailing list, see http://nginx.org/en/docs/contributing_changes.html

octo-rpc

OCTO-RPC 是支持Java和C++的企业级通信框架，在RPC服务之上扩展了丰富的服务治理功能，为美团各业务线提供高效、统一的通信服务。

oneflow

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