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Name: weishengying
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Name: weishengying
Type: User
AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:
An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.
[ARCHIVED] Cooperative primitives for CUDA C++. See https://github.com/NVIDIA/cccl
🎉CUDA 笔记 / 大模型手撕CUDA / C++笔记,更新随缘: flash_attn、sgemm、sgemv、warp reduce、block reduce、dot product、elementwise、softmax、layernorm、rmsnorm、hist etc.
Cute_exercise
CUDA Templates for Linear Algebra Subroutines
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Transformer related optimization, including BERT, GPT
Fast and memory-efficient exact attention
AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
Fast inference from large lauguage models via speculative decoding
Ongoing research training transformer models at scale
MoE layer for pytorch
Step-by-step optimization of CUDA SGEMM
[ICLR2024 spotlight] OmniQuant is a simple and powerful quantization technique for LLMs.
Fast CUDA matrix multiplication from scratch
[ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models
TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.
flash attention tutorial written in python, triton, cuda, cutlass
This repository contains integer operators on GPUs for PyTorch.
A high-throughput and memory-efficient inference and serving engine for LLMs
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.