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Performance of the C++ interface of flash attention and flash attention v2 in large language model (LLM) inference scenarios.
CUDA Gemm Convolution implementation
Optimize GEMM with tensorcore step by step
Tensor library for machine learning
https://hrl.boyuai.com/
The code of our paper "InfLLM: Unveiling the Intrinsic Capacity of LLMs for Understanding Extremely Long Sequences with Training-Free Memory"
Learn CUDA Programming, published by Packt
A large number of cuda/tensorrt cases . 大量案例来学习cuda/tensorrt
Material for cuda-mode lectures
Standalone Flash Attention v2 kernel without libtorch dependency
【LLMs九层妖塔】分享 LLMs在自然语言处理(ChatGLM、Chinese-LLaMA-Alpaca、小羊驼 Vicuna、LLaMA、GPT4ALL等)、信息检索(langchain)、语言合成、语言识别、多模态等领域(Stable Diffusion、MiniGPT-4、VisualGLM-6B、Ziya-Visual等)等 实战与经验。
数学实验 2023 春
A Easy-to-understand TensorOp Matmul Tutorial
跟着Tensorrt_pro学习各种知识
Step-by-step optimization of CUDA SGEMM
Course that teaches introductory Parallel Computing using CUDA.
python3 code for Hands-On GPU Programming with Python and CUDA
C++ and CUDA extensions for Python/Pytorch and GPU Accelerated Augmentation.
tutorial for writing custom pytorch cpp+cuda kernel, applied on volume rendering (NeRF)
A simple demo in writing pytorch linear operator by CUDA extension
High performance Transformer implementation in C++.
Implementation of popular deep learning networks with TensorRT network definition API
C++ library based on tensorrt integration
Simple samples for TensorRT programming
TensorRT encapsulation, learn, rewrite, practice.
对 tensorRT_Pro 开源项目理解 :tm: :cyclone:
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.