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auto-gpt

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

benchmark

bmtrain

Efficient Training (including pre-training and fine-tuning) for Big Models

cgbn

CGBN: CUDA Accelerated Multiple Precision Arithmetic (Big Num) using Cooperative Groups

cinn

Compiler Infrastructure for Neural Networks

coder2gwy

互联网首份程序员考公指南，由3位已经进入体制内的前大厂程序员联合献上。

cuckoo

a memory-bound graph-theoretic proof-of-work system

cuda-samples

Samples for CUDA Developers which demonstrates features in CUDA Toolkit

cudalibrarysamples

CUDA Library Samples

cudf

cuDF - GPU DataFrame Library

docs

Documentations for PaddlePaddle

flash-attention

Fast and memory-efficient exact attention

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

glake

GLake: optimizing GPU memory management and IO transmission.

hipsparse

ROCm SPARSE marshalling library

libff

C++ library for Finite Fields and Elliptic Curves

llama.cpp

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

llmfarm_core.swift

Swift library to work with llama and other large language models.

mediapipe

Cross-platform, customizable ML solutions for live and streaming media.

mex

minicpm

MiniCPM-2B: An end-side LLM outperforms Llama2-13B.

mlc-minicpm

MiniCPM on Android platform.

open-gpu-kernel-modules

NVIDIA Linux open GPU kernel module source

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）

paddle3d

A 3D computer vision development toolkit based on PaddlePaddle. It supports point-cloud object detection, segmentation, and monocular 3D object detection models.

paddlefleetx

Paddle Distributed Training Examples. 飞桨分布式训练示例 Resnet Bert GPT MOE DataParallel ModelParallel PipelineParallel HybridParallel AutoParallel Zero Sharding Recompute GradientMerge Offload AMP DGC LocalSGD Wide&Deep

paddlenlp

An NLP library with Awesome pre-trained Transformer models and easy-to-use interface, supporting wide-range of NLP tasks from research to industrial applications.

perf

SOTA benchmark

rapidsnark

fast zksnark prover

recsys

计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估