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cuda-samples icon cuda-samples

Samples for CUDA Developers which demonstrates features in CUDA Toolkit

cutlass icon cutlass

CUDA Templates for Linear Algebra Subroutines

dcache icon dcache

A distributed in-memory NOSQL system based on TARS framework, support LRU algorithm and data persists on back-end database. Users can easily deploy, publish, and scale services on the web interface.

godot icon godot

Godot Engine – Multi-platform 2D and 3D game engine

lmdeploy icon lmdeploy

LMDeploy is a toolkit for compressing, deploying, and serving LLMs.

neural-compressor icon neural-compressor

Provide unified APIs for SOTA model compression techniques, such as low precision (INT8/INT4/FP4/NF4) quantization, sparsity, pruning, and knowledge distillation on mainstream AI frameworks such as TensorFlow, PyTorch, and ONNX Runtime.

smoothquant icon smoothquant

[ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models

tarscpp icon tarscpp

C++ language framework rpc source code implementation

tarsgo icon tarsgo

A high performance microservice framework in golang. A linux foundation project.

tensorrt-llm icon tensorrt-llm

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.

torch-int icon torch-int

This repository contains integer operators on GPUs for PyTorch.

vllm icon vllm

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

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