heekyungyoon

heekyungyoon's Stars

• mit-han-lab/smoothquant

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

  Language:Python1.2k132

• IST-DASLab/gptq

  Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".

  Language:Python1.9k150

• bitsandbytes-foundation/bitsandbytes

  Accessible large language models via k-bit quantization for PyTorch.

  Language:Python6k604

• vllm-project/vllm

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

  Language:Python26k3.8k

• karpathy/llm.c

  LLM training in simple, raw C/CUDA

  Language:Cuda23.2k2.6k

• apache/tvm

  Open deep learning compiler stack for cpu, gpu and specialized accelerators

  Language:Python11.6k3.4k

• cuda-mode/lectures

  Material for cuda-mode lectures

  Language:Jupyter Notebook2.3k236

• warpdotdev/Warp

  Warp is a modern, Rust-based terminal with AI built in so you and your team can build great software, faster.

  20.8k355

• andrewekhalel/MLQuestions

  Machine Learning and Computer Vision Engineer - Technical Interview Questions

  2.9k485

• onnx/onnx

  Open standard for machine learning interoperability

  Language:Python17.6k3.7k

• llvm/llvm-project

  The LLVM Project is a collection of modular and reusable compiler and toolchain technologies.

  Language:LLVM27.8k11.5k

• ChaoningZhang/MobileSAM

  This is the official code for MobileSAM project that makes SAM lightweight for mobile applications and beyond!

  Language:Jupyter Notebook4.6k479

• lutzroeder/netron

  Visualizer for neural network, deep learning and machine learning models

  Language:JavaScript27.4k2.7k

• milvus-io/milvus

  A cloud-native vector database, storage for next generation AI applications

  Language:Go29.3k2.8k

• huggingface/candle

  Minimalist ML framework for Rust

  Language:Rust15k875

• NVIDIA-Merlin/Transformers4Rec

  Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.

  Language:Python1.1k142

• erikbern/ann-benchmarks

  Benchmarks of approximate nearest neighbor libraries in Python

  Language:Python4.8k726

• facebookresearch/xformers

  Hackable and optimized Transformers building blocks, supporting a composable construction.

  Language:Python8.3k581

• apple/ml-fastvit

  This repository contains the official implementation of the research paper, "FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization" ICCV 2023

  Language:Python1.8k103

• JingyunLiang/SwinIR

  SwinIR: Image Restoration Using Swin Transformer (official repository)

  Language:Python4.3k531

• mv-lab/swin2sr

  [ECCV] Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image Manipulation (AIM) workshop ECCV 2022. Try it out! over 3.3M runs https://replicate.com/mv-lab/swin2sr

  Language:Python57369

• facebookresearch/d2go

  D2Go is a toolkit for efficient deep learning

  Language:Python834197

• facebookresearch/segment-anything

  The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

  Language:Jupyter Notebook46.5k5.5k

• bentoml/BentoML

  The easiest way to serve AI apps and models - Build reliable Inference APIs, LLM apps, Multi-model chains, RAG service, and much more!

  Language:Python7k775

• titsitits/open-image-restoration

  Open-Image-Restoration Toolkit: A selection of State-ot-the-art, Open-source, Usable, and Pythonic techniques for Image Restoration

  Language:Jupyter Notebook3810

• NVlabs/stylegan2

  StyleGAN2 - Official TensorFlow Implementation

  Language:Python10.9k2.5k

• xinntao/Real-ESRGAN

  Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

  Language:Python27.6k3.5k

• TencentARC/GFPGAN

  GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

  Language:Python35.5k5.9k

• Dao-AILab/flash-attention

  Fast and memory-efficient exact attention

  Language:Python13.3k1.2k

• triton-lang/triton

  Development repository for the Triton language and compiler

  Language:C++12.5k1.5k