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

collection of benchmarks to measure basic GPU capabilities

CUDA_C++_Best_Practices_Guide_CN

📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.🎉

Development repository for the Triton language and compiler

Shared Middle-Layer for Triton Compilation

Hands-On Practical MLIR Tutorial

MLIR For Beginners tutorial

A high-throughput and memory-efficient inference and serving engine for LLMs

Universal LLM Deployment Engine with ML Compilation

This is a series of GPU optimization topics. Here we will introduce how to optimize the CUDA kernel in detail. I will introduce several basic kernel optimizations, including: elementwise, reduce, s…

本项目旨在分享大模型相关技术原理以及实战经验（大模型工程化、大模型应用落地）

Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, i…

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力

AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2