cailun01

cailun01's Stars

• siboehm/SGEMM_CUDA

  Fast CUDA matrix multiplication from scratch

  Language:Cuda39852

• tinygrad/tinygrad

  You like pytorch? You like micrograd? You love tinygrad! ❤️

  Language:Python26k2.9k

• jzhang38/EasyContext

  Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.

  Language:Python58837

• stas00/ml-engineering

  Machine Learning Engineering Open Book

  Language:Python10.6k640

• zhuzilin/ring-flash-attention

  Ring attention implementation with flash attention

  Language:Python50434

• NVIDIA/Megatron-LM

  Ongoing research training transformer models at scale

  Language:Python9.8k2.2k

• stas00/the-art-of-debugging

  The Art of Debugging

  Language:C78431

• intelligent-machine-learning/glake

  GLake: optimizing GPU memory management and IO transmission.

  Language:Python34631

• ChunelFeng/CGraph

  【A common used C++ DAG framework】 一个通用的、无三方依赖的、跨平台的、收录于awesome-cpp的、基于流图的并行计算框架。欢迎star & fork & 交流

  Language:C++1.7k311

• qwopqwop200/GPTQ-for-LLaMa

  4 bits quantization of LLaMA using GPTQ

  Language:Python3k457

• practical-tutorials/project-based-learning

  Curated list of project-based tutorials

  195k25.4k

• yanfeizhang/coder-kung-fu

  开发内功修炼

  Language:C6.2k993

• chenzomi12/AISystem

  AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术

  Language:Jupyter Notebook10.2k1.5k

• Mooler0410/LLMsPracticalGuide

  A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

  9.2k700

• openxla/xla

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

  Language:C++2.5k392

• CoffeeBeforeArch/cuda_programming

  Code from the "CUDA Crash Course" YouTube series by CoffeeBeforeArch

  Language:Cuda695155

• triton-lang/triton

  Development repository for the Triton language and compiler

  Language:C++12.4k1.5k

• bloomberg/memray

  Memray is a memory profiler for Python

  Language:Python13.1k384

• binary-husky/gpt_academic

  为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。

  Language:Python63.6k7.9k

• intelligent-machine-learning/dlrover

  DLRover: An Automatic Distributed Deep Learning System

  Language:Python1.1k145

• Oneflow-Inc/oneflow

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

  Language:C++5.9k660

• gpuopenanalytics/pynvml

  Provide Python access to the NVML library for GPU diagnostics

  Language:Python21231

• changkun/modern-cpp-tutorial

  📚 Modern C++ Tutorial: C++11/14/17/20 On the Fly | https://changkun.de/modern-cpp/

  Language:C++23.8k3k

• linyacool/WebServer

  A C++ High Performance Web Server

  Language:C++7.6k2.1k

• google-research-datasets/wit

  WIT (Wikipedia-based Image Text) Dataset is a large multimodal multilingual dataset comprising 37M+ image-text sets with 11M+ unique images across 100+ languages.

  98940

• raggi/apue

  Source code pack from http://www.apuebook.com/, plus fixes for easy teaching/learning (OSX)

  Language:C3416

• chengxumiaodaren/cpp-learning

  Language:C++2.8k434

• ConnollyLeon/awesome-Auto-Parallelism

  A baseline repository of Auto-Parallelism in Training Neural Networks

  Language:Python13819

• openmlsys/openmlsys-zh

  《Machine Learning Systems: Design and Implementation》- Chinese Version

  Language:TeX3.9k428

• ga642381/ML2021-Spring

  **Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2021 Spring

  Language:Jupyter Notebook807314