cailun01's Stars
siboehm/SGEMM_CUDA
Fast CUDA matrix multiplication from scratch
tinygrad/tinygrad
You like pytorch? You like micrograd? You love tinygrad! ❤️
jzhang38/EasyContext
Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.
stas00/ml-engineering
Machine Learning Engineering Open Book
zhuzilin/ring-flash-attention
Ring attention implementation with flash attention
NVIDIA/Megatron-LM
Ongoing research training transformer models at scale
stas00/the-art-of-debugging
The Art of Debugging
intelligent-machine-learning/glake
GLake: optimizing GPU memory management and IO transmission.
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
qwopqwop200/GPTQ-for-LLaMa
4 bits quantization of LLaMA using GPTQ
practical-tutorials/project-based-learning
Curated list of project-based tutorials
yanfeizhang/coder-kung-fu
开发内功修炼
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
Mooler0410/LLMsPracticalGuide
A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
openxla/xla
A machine learning compiler for GPUs, CPUs, and ML accelerators
CoffeeBeforeArch/cuda_programming
Code from the "CUDA Crash Course" YouTube series by CoffeeBeforeArch
triton-lang/triton
Development repository for the Triton language and compiler
bloomberg/memray
Memray is a memory profiler for Python
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。
intelligent-machine-learning/dlrover
DLRover: An Automatic Distributed Deep Learning System
Oneflow-Inc/oneflow
OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.
gpuopenanalytics/pynvml
Provide Python access to the NVML library for GPU diagnostics
changkun/modern-cpp-tutorial
📚 Modern C++ Tutorial: C++11/14/17/20 On the Fly | https://changkun.de/modern-cpp/
linyacool/WebServer
A C++ High Performance Web Server
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.
raggi/apue
Source code pack from http://www.apuebook.com/, plus fixes for easy teaching/learning (OSX)
chengxumiaodaren/cpp-learning
ConnollyLeon/awesome-Auto-Parallelism
A baseline repository of Auto-Parallelism in Training Neural Networks
openmlsys/openmlsys-zh
《Machine Learning Systems: Design and Implementation》- Chinese Version
ga642381/ML2021-Spring
**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2021 Spring