Top GPU repositories

Repositories with the GitHub topic “gpu”: 44 repositories with 821k stars between them, mostly written in Python, C++ and Rust. The highest-rated is vllm-project/vllm, #111 on the bestofgithub Elo ladder.

Biggest movers this week

voyager-so/vork

Open on GitHubRust

Headless 3D and VFX engine for agents. Research preview.

  • 895+20 Elo, change today
  • 1.5k stars
  • 134 forks
git
git clone https://github.com/voyager-so/vork.git
  • 3d
  • ai-agents
  • gpu
  • metal

bojieli/ai-infra-book

Open on GitHubPython

《深入理解 AI Infra:量化分析与系统设计》(李博杰 著)开源书稿:从硬件约束和模型架构出发,量化推导 LLM 推理与训练系统设计。含全书正文、PDF、配套计算工具与实验

  • 1,763+37 Elo, change today
  • 7.8k stars
  • 629 forks
  • 22 watchers
git
git clone https://github.com/bojieli/ai-infra-book.git
  • accelerator
  • ai-infra
  • ai-infrastructure
  • book

koharu-rs/koharu

Open on GitHubRust

ML-powered manga translator, written in Rust.

  • 1,569+11 Elo, change today
  • 6.6k stars
  • 500 forks
git
git clone https://github.com/koharu-rs/koharu.git
  • computer-vision
  • deep-learning
  • gpu
  • gui

flashinfer-ai/flashinfer

Open on GitHubCuda

FlashInfer: Kernel Library for LLM Serving

  • 1,668+4 Elo, change today
  • 6.9k stars
  • 1.7k forks
git
git clone https://github.com/flashinfer-ai/flashinfer.git
  • attention
  • cuda
  • distributed-inference
  • gpu

Top 44 on the Elo ladder

  1. #111
    vllm-project/vllm

    High-throughput LLM serving engine with PagedAttention and an OpenAI-compatible server.

    2,222 Elo −596.9kPython
  2. #222
    pytorch/pytorch

    Tensors and Dynamic neural networks in Python with strong GPU acceleration

    2,114 Elo −9105kPython
  3. #656
    exelban/stats

    macOS system monitor in your menu bar

    1,927 Elo −943.4kSwift
  4. #747
    KytyPS5/KytyPS5

    PlayStation 5 translation layer for Windows, Linux and macOS

    1,906 Elo +11211.2kC++
  5. #1,043
    alacritty/alacritty

    A cross-platform, OpenGL terminal emulator.

    1,849 Elo −2666.1kRust
  6. #1,229
    bendlang/bend

    Bend 2: a fast language that blocks AI mistakes via proof. Install: curl -fsSL https://bend-lang.com/install.sh | sh

    1,823 Elo −3125kTypeScript
  7. #1,444
    gfx-rs/wgpu

    A cross-platform, safe, pure-Rust graphics API.

    1,791 Elo +3718.5kRust
  8. #1,678
    bojieli/ai-infra-book

    《深入理解 AI Infra:量化分析与系统设计》(李博杰 著)开源书稿:从硬件约束和模型架构出发,量化推导 LLM 推理与训练系统设计。含全书正文、PDF、配套计算工具与实验

    1,763 Elo +1537.8kPython
  9. #1,680
    seerge/g-helper

    Lightweight Armoury Crate alternative for Asus laptops with nearly the same functionality. Works with ROG Zephyrus…

    1,763 Elo +3816kC#
  10. #1,801
    deepspeedai/DeepSpeed

    DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and…

    1,749 Elo −8743.3kPython
  11. #1,941
    Rem0o/FanControl.Releases

    This is the release repository for Fan Control, a highly customizable fan controlling software for Windows.

    1,734 Elo +2021.4k
  12. #2,208
    openwall/john

    John the Ripper jumbo - advanced offline password cracker, which supports hundreds of hash and cipher types, and runs…

    1,705 Elo +3413.9kC
  13. #2,297
    fastai/fastai

    The fastai deep learning library

    1,696 Elo −6528.2kJupyter Notebook
  14. #2,593
    flashinfer-ai/flashinfer

    FlashInfer: Kernel Library for LLM Serving

    1,668 Elo +816.9kCuda
  15. #2,900
    taichi-dev/taichi

    Productive, portable, and performant GPU programming in Python.

    1,644 Elo −4628.4kC++
  16. #2,951
    PavelDoGreat/WebGL-Fluid-Simulation

    Play with fluids in your browser (works even on mobile)

    1,641 Elo +2416.8kJavaScript
  17. #2,965
    skypilot-org/skypilot

    The AI Compute Platform for frontier teams. SkyPilot turns fragmented AI compute into one AI supercomputer, so frontier…

    1,639 Elo +3610.8kPython
  18. #3,054
    isl-org/Open3D

    Open3D: A Modern Library for 3D Data Processing

    1,633 Elo +1114.2kC++
  19. #3,426
    NVIDIA/cutlass

    CUDA Templates and Python DSLs for High-Performance Linear Algebra

    1,609 Elo −1410.7kC++
  20. #3,550
    zeux/meshoptimizer

    Mesh optimization library that makes meshes smaller and faster to render

    1,602 Elo +498.8kC++
  21. #3,686
    apache/tvm

    Open Machine Learning Compiler Framework

    1,593 Elo −3013.9kPython
  22. #3,751
    NVIDIA/nvidia-docker

    Build and run Docker containers leveraging NVIDIA GPUs

    1,588 Elo −3517.6k
  23. #4,079
    koharu-rs/koharu

    ML-powered manga translator, written in Rust.

    1,569 Elo +936.6kRust
  24. #4,487
    gyroflow/gyroflow

    Video stabilization using gyroscope data

    1,546 Elo +269.7kRust
  25. #4,658
    deeplearning4j/deeplearning4j

    Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for…

    1,536 Elo −2314.2kJava
  26. #4,837
    NVIDIA/warp

    A Python framework for GPU-accelerated simulation, robotics, and machine learning.

    1,527 Elo +727.3kPython
  27. #4,979
    triton-inference-server/server

    The Triton Inference Server provides an optimized cloud and edge inferencing solution.

    1,520 Elo −111.1kPython
  28. #5,095
    Syllo/nvtop

    GPU & Accelerator process monitoring for AMD, Apple, Huawei, Intel, NVIDIA and Qualcomm

    1,515 Elo +3511.1kC
  29. #5,249
    cupy/cupy

    NumPy & SciPy for GPU

    1,508 Elo −2112.4kPython
  30. #5,790
    gpujs/gpu.js

    GPU Accelerated JavaScript

    1,483 Elo −615.5kJavaScript
  31. #5,881
    catboost/catboost

    A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification…

    1,479 Elo +149.2kC++
  32. #5,887
    NVIDIA/cudf

    cuDF - GPU DataFrame Library

    1,478 Elo −239.8kC++
  33. #6,035
    plasma-umass/scalene

    Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization…

    1,472 Elo +213.5kPython
  34. #6,073
    neovide/neovide

    No Nonsense Neovim Client in Rust

    1,470 Elo −2615.2kRust
  35. #6,451
    MVIG-SJTU/AlphaPose

    Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System

    1,454 Elo −28.6kPython
  36. #7,032
    h2oai/h2o-3

    H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) &…

    1,432 Elo +197.5kJupyter Notebook
  37. #7,452
    OlafenwaMoses/ImageAI

    A python library built to empower developers to build applications and systems with self-contained Computer Vision…

    1,416 Elo −228.8kPython
  38. #7,924
    intel/ipex-llm

    Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, DeepSeek, Mixtral, Gemma, Phi, MiniCPM…

    1,398 Elo −168.8kPython
  39. #8,179
    halide/Halide

    a language for fast, portable data-parallel computation

    1,388 Elo +96.6kC++
  40. #9,203
    XuehaiPan/nvitop

    An interactive NVIDIA-GPU process viewer and beyond, the one-stop solution for GPU process management.

    1,338 Elo +367.2kPython
  41. #9,742
    mviereck/x11docker

    Run GUI applications and desktops in docker and podman containers. Focus on security.

    1,289 Elo 6.3kShell
  42. #10,021
    shinyobjectz/raea

    Render Anything Engine: tell your AI what to make. Videos, motion graphics, 3D and games as React and TypeScript…

    965 Elo +3192.5kTypeScript
  43. #10,052
    voyager-so/vork

    Headless 3D and VFX engine for agents. Research preview.

    895 Elo +2301.5kRust
  44. #10,192
    eagle-hq/EAGLE-4

    Official Inference Code of EAGLE-4

    692 Elo +541.2kPython