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abseil-cpp

Abseil Common Libraries (C++)

apollo

An open autonomous driving platform

bert

TensorFlow code and pre-trained models for BERT

byteps

A high performance and generic framework for distributed DNN training

colossalai

Making large AI models cheaper, faster and more accessible

cucollections

cutlass

CUDA Templates for Linear Algebra Subroutines

deepspeed

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

deepspeedexamples

Example models using DeepSpeed

embedx

embedx 是基于 c++ 开发的、完全自研的分布式 embedding 训练和推理框架。它目前支持 图模型、深度排序、召回模型和图与排序、图与召回的联合训练模型等

fastertransformer

Transformer related optimization, including BERT, GPT

fastmoe

A fast MoE impl for PyTorch

flash-attention

Fast and memory-efficient exact attention

flexgen

Running large language models like OPT-175B/GPT-3 on a single GPU. Focusing on high-throughput large-batch generation.

glog

C++ implementation of the Google logging module

google-sparsehash

Clone of google-sparsehash

gperftools

Main gperftools repository

hugectr

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

incubator-brpc

brpc is an Industrial-grade RPC framework using C++ Language, which is often used in high performance system such as Search, Storage, Machine learning, Advertisement, Recommendation etc. "brpc" means "better RPC".

kaldi

kaldi-asr/kaldi is the official location of the Kaldi project.

latte

Latte: Latent Diffusion Transformer for Video Generation.

liburing

mixtralkit

A toolkit for inference and evaluation of 'mixtral-8x7b-32kseqlen' from Mistral AI

moneykeeper

💰「那样记账」——一款纯粹、轻量的记账应用

nccl

Optimized primitives for collective multi-GPU communication

nemo

NeMo: a toolkit for conversational AI

netdata

Real-time performance monitoring, done right! https://www.netdata.cloud

onnx

Open standard for machine learning interoperability

opendit

OpenDiT: An Easy, Fast and Memory-Efficient System for DiT Training and Inference

paddle

PArallel Distributed Deep LEarning （PaddlePaddle核心框架，高性能单机、分布式训练和跨平台部署）