Topics / #gpu
GPU projects on GitHub
GPU computing for graphics, ML acceleration, and hardware monitoring.
As of , the most-starred GPU projects on GitHub are tensorflow (201.1K stars), stable-diffusion-webui (165.1K stars) and llama.cpp (131.4K stars). GitHub.Locker tracks 789 GPU repositories with 11.8M stars combined. The fastest-growing on October 16 was photocraft, with +1.5K stars in a day.
Hot right now
Most stars gained in a day · Oct 16
photocraft
storytold/photocraft · ★ 65KPhotoCraft is an open-source, clean-room reimplementation of Adobe Photoshop, built entirely in pure Rust, with layers, masks, adjustment layers, layer styles, type, vectors, brushes and real PSD file support.
AnyPS5
boykopovar/AnyPS5 · ★ 40.1KAnyPS5 is a tool that automatically ports PS5 executables so they run natively on Linux and Windows, without emulation.
+837Concat
jub0t/Concat · ★ 7.8KConcat is a free, open-source, cross-platform video editor built as a CapCut alternative, with no watermark, no account and no subscription.
+718Strata
Niko1221/Strata · ★ 26.4KStrata runs Qwen3.8-Flash-Next, a 125-billion-parameter AI model, on a normal gaming PC with one NVIDIA GPU (12-24GB VRAM) and 64GB of RAM, with a one-click installer for Windows and Linux.
The all-time top
Top 100 of 789 · by stars
- 201.1K
#1 · tensorflow/tensorflowtensorflow
TensorFlow is an open source machine learning platform for building and deploying ML-powered applications.
- 165.1K
#2 · AUTOMATIC1111/stable-diffusion-webuistable-diffusion-webui
A browser-based interface for Stable Diffusion, built with the Gradio library, letting you generate and edit AI images (txt2img, img2img, inpainting, outpainting and more) on your own machine.
- 131.4K
#3 · ggml-org/llama.cpp
llama.cpp
llama.cpp is a plain C/C++ implementation for running LLM (and VLM) inference with minimal setup and state-of-the-art performance, either locally or in the cloud.
- 4

terminal
105.2Kmicrosoft/terminal · C++This is the source code for Windows Terminal, a modern tab-based terminal app for Windows, plus the original Windows console host (conhost.exe) that powers classic command-line apps, both maintained in the same repo.
- 5

pytorch
104.8Kpytorch/pytorch · PythonPyTorch is a Python package providing fast tensor computation with strong GPU acceleration and deep neural networks built on a tape-based autograd system, serving as both a NumPy-like GPU library and a flexible deep learning research platform.
- 6
DeepSeek-V3
104.5Kdeepseek-ai/DeepSeek-V3 · PythonDeepSeek-V3 is an open-weight Mixture-of-Experts (MoE) language model with 671B total parameters but only 37B activated per token, built for efficient yet high-performing inference and matching leading closed-source models on many benchmarks.
- 7

autoresearch
98Kkarpathy/autoresearch · Pythonautoresearch gives an AI coding agent a small, real LLM training setup (a simplified single-GPU version of nanochat) and lets it autonomously edit the training code, run 5-minute experiments, and keep what works overnight, so you wake up to a log of experiments and hopefully a better model.
- 8
Deep-Live-Cam
97.1Khacksider/Deep-Live-Cam · PythonDeep-Live-Cam is an app that performs real-time face swapping and one-click video deepfakes using just a single source image, working live through your webcam or on existing images/videos.
- 9

vllm
94Kvllm-project/vllm · PythonvLLM is a library for fast LLM inference and serving, built around PagedAttention for efficient memory management of attention keys and values.
- 10
DeepSeek-R1
91.9Kdeepseek-ai/DeepSeek-R1DeepSeek-R1 is an open-source family of reasoning-focused large language models from DeepSeek, trained with large-scale reinforcement learning to handle math, code, and general reasoning at a level comparable to OpenAI's o1.
- 11

zed
91.8Kzed-industries/zed · RustZed is a high-performance, multiplayer code editor built by the creators of Atom and Tree-sitter, designed to feel extremely fast and support real-time collaboration.
- 12

PaddleOCR
91.3KPaddlePaddle/PaddleOCR · PythonPaddleOCR is an OCR and document AI toolkit that converts PDFs and images into structured, LLM-ready data (JSON or Markdown), supporting over 100 languages.
- 13

opencv
91.2Kopencv/opencv · C++OpenCV is a widely used open-source library for computer vision, image processing, and machine learning, offering tools for tasks like object detection, video analysis, and camera calibration.
- 14

MinerU
81.9Kopendatalab/MinerU · PythonMinerU is a high-accuracy document parsing engine that converts PDF, DOCX, PPTX, XLSX, images and web pages into structured Markdown or JSON, built for LLM, RAG and agent workflows.
- 15

unsloth
78.2Kunslothai/unsloth · PythonUnsloth is a local-first app for running and training LLMs, diffusion, TTS and embedding models on your own machine, including models like Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4 and FLUX.
- 16

models
77.6Ktensorflow/models · PythonTensorFlow Model Garden is a repository of state-of-the-art model implementations and examples built with TensorFlow, covering officially maintained models, research models, and a curated community list.
- 17

ruflo
75.8Kruvnet/ruflo · TypeScriptRuflo is an agent meta-harness for Claude Code and Codex: it adds 100+ specialized agents, coordinated swarms, self-learning memory, and cross-machine federation on top of those coding agents so they can collaborate instead of running solo.
- 18

stable-diffusion
73.5KCompVis/stable-diffusion · Jupyter NotebookStable Diffusion is a latent text-to-image diffusion model that generates images from text prompts, built by CompVis with Stability AI and Runway, based on the Latent Diffusion Models work from CVPR '22.
- 19

awesome-courses
71.9Kprakhar1989/awesome-coursesIt is a curated list of free, high-quality computer science courses from universities around the world, each one making its lecture materials, assignments, notes and readings available online.
- 20

alacritty
66Kalacritty/alacritty · RustAlacritty is a modern, cross-platform terminal emulator that renders via OpenGL and comes with sensible defaults while still allowing extensive configuration.
- 21
photocraft
65Kstorytold/photocraft · RustPhotoCraft is an open-source, clean-room reimplementation of Adobe Photoshop, built entirely in pure Rust, with layers, masks, adjustment layers, layer styles, type, vectors, brushes and real PSD file support.
- 22

keras
64.4Kkeras-team/keras · PythonKeras 3 is a multi-backend deep learning framework that lets you build and train models for computer vision, NLP, audio, timeseries, and recommender systems on top of JAX, TensorFlow, or PyTorch.
- 23

nanoGPT
63.9Kkarpathy/nanoGPT · PythonnanoGPT is the simplest, fastest repository for training and finetuning medium-sized GPT language models, written as a minimal rewrite of minGPT.
- 24

minimind
63.9Kjingyaogong/minimind · PythonMiniMind is an open-source project that lets you train a tiny large language model (around 64M parameters) completely from scratch, in about 2 hours on a single RTX 3090 for roughly the cost of 3 RMB in GPU rental.
- 25

GPT-SoVITS
63KRVC-Boss/GPT-SoVITS · PythonGPT-SoVITS is a few-shot voice cloning and text-to-speech WebUI: feed it a short voice sample and it can clone that voice to read out any text, including in languages the speaker never recorded.
- 26

ultralytics
62.6Kultralytics/ultralytics · PythonUltralytics YOLO is a family of state-of-the-art computer vision models (YOLO26, YOLO11, YOLOv8, etc.) covering object detection, instance segmentation, semantic segmentation, image classification, pose estimation, oriented object detection, depth estimation, and multi-object tracking in video.
- 27
ghostty
62.3Kghostty-org/ghostty · ZigGhostty is a terminal emulator built around ending the usual trade-off: the README says other emulators force you to choose between speed, features, or native UIs, and Ghostty provides all three.
- 28

llama
59.6Kmeta-llama/llama · PythonThis is Meta's reference inference code for running Llama 2 language models (7B to 70B parameters) locally, letting you load pre-trained or chat fine-tuned weights and generate text completions.
- 29

nanochat
58.7Kkarpathy/nanochat · PythonA minimal, hackable harness for training your own LLM end to end (tokenization, pretraining, finetuning, evaluation, inference) on a single GPU node, ending in a chatbot you talk to over a CLI.
- 30

yolov5
58.2Kultralytics/yolov5 · PythonYOLOv5 is a fast, accurate, and easy-to-use computer vision model from Ultralytics for object detection, instance segmentation, and image classification, built on PyTorch.
- 31

voicebox
57.8Kjamiepine/voicebox · PythonVoicebox is an open-source, local-first AI voice studio: it clones voices, generates speech in 23 languages, lets you dictate into any app with a global hotkey, and gives MCP-aware AI agents a voice - all running on your own machine as a free alternative to ElevenLabs and WisprFlow combined.
- 32

faceswap
57.6Kdeepfakes/faceswap · PythonFaceSwap is a Python tool that uses deep learning to recognize and swap faces in pictures and videos.
- 33

face_recognition
56.8Kageitgey/face_recognition · Pythonface_recognition is a Python library and command-line tool for detecting and recognizing faces in images and video, built on top of dlib's deep-learning face recognition model.
- 34
ImHex
55.4KWerWolv/ImHex · C++ImHex is a hex editor built for reverse engineers, programmers, and anyone analyzing binary data, with a custom pattern language for parsing and highlighting file structures.
- 35

segment-anything
55Kfacebookresearch/segment-anything · Jupyter NotebookThis is Meta AI's Segment Anything Model (SAM), a foundation model that produces object masks for images from prompts like points or boxes, or automatically generates masks for every object in an image.
- 36

whisper.cpp
54.4Kggml-org/whisper.cpp · C++whisper.cpp is a high-performance C/C++ port of OpenAI's Whisper automatic speech recognition (ASR) model, letting you transcribe audio to text without Python or heavy ML frameworks.
- 37

Fooocus
53.6Klllyasviel/Fooocus · PythonFooocus is an open-source AI image generator built on Stable Diffusion XL: an offline GPT-2 engine expands your prompt so results look good without prompt engineering or parameter tuning.
- 38

grok-1
52.2Kxai-org/grok-1 · PythonGrok-1 is the 314B-parameter Mixture-of-Experts language model that xAI opened up; this repository holds the JAX example code for loading and running it.
- 39

upscayl
50.7Kupscayl/upscayl · TypeScriptUpscayl is a free, open-source desktop app that enlarges and enhances low-resolution images using AI upscaling models like Real-ESRGAN, running locally via Vulkan.
- 40

Made-With-ML
49.8KGokuMohandas/Made-With-ML · Jupyter NotebookMade-With-ML is a free hands-on course that teaches how to design, develop, deploy, and iterate on production-grade machine learning applications, combining ML with software engineering best practices.
- 41

LocalAI
49.6Kmudler/LocalAI · GoLocalAI is an open-source, self-hosted AI engine that lets you run LLMs, vision, voice, image and video models on your own hardware, including CPU-only setups, through an OpenAI/Anthropic/ElevenLabs-compatible API.
- 42
pixijs
48.4Kpixijs/pixijs · TypeScriptPixiJS is a 2D rendering engine for the web that uses WebGL and WebGPU to draw fast, interactive graphics like games, data visualizations, and creative sites.
- 43

textgen
47.7Koobabooga/textgen · PythonTextGen is an open-source desktop app for running local LLMs with text, vision, tool-calling, and an OpenAI/Anthropic-compatible API, built to be 100% private with no telemetry.
- 44

TrafficMonitor
46.6Kzhongyang219/TrafficMonitor · C++TrafficMonitor is a floating desktop widget for Windows that shows your current network speed, CPU usage, and memory usage in real time, with optional taskbar embedding and skins.
- 45
milvus
46.4Kmilvus-io/milvus · GoMilvus is a high-performance, cloud-native vector database built to store and search embedding vectors at scale for AI applications like semantic search, RAG, and recommendation systems.
- 46

ray
44.1Kray-project/ray · PythonRay is an open-source framework for scaling AI and Python applications: a core distributed runtime plus a set of AI libraries that simplify ML compute.
- 47

TensorFlow-Examples
43.7Kaymericdamien/TensorFlow-Examples · Jupyter NotebookA hands-on tutorial collection that teaches TensorFlow through runnable examples, from a hello world notebook up to deep neural networks and GANs.
- 48
DeepSpeed
43.2Kdeepspeedai/DeepSpeed · PythonDeepSpeed is a deep learning optimization library that makes distributed training and inference of very large models easy, efficient and effective — it powered models like MT-530B and BLOOM.
- 49

stats
42.6Kexelban/stats · SwiftA free, open-source macOS system monitor in your menu bar: it shows CPU, GPU, memory, disk and network usage, battery level, temperatures, Bluetooth devices and a multi-timezone clock.
- 50
Sunshine
42.3KLizardByte/Sunshine · C++Sunshine is a self-hosted game streaming host that lets you play PC games remotely using any Moonlight client, with hardware-accelerated encoding on AMD, Intel, or Nvidia GPUs (or software encoding as a fallback).
- 51

ColossalAI
41.4Khpcaitech/ColossalAI · PythonColossal-AI is an open-source system for training and running large AI models more cheaply, faster and with less hardware, by providing a toolbox of parallelism and memory-optimization techniques.
- 52

BitNet
41.2Kmicrosoft/BitNet · C++bitnet.cpp is Microsoft's official inference framework for 1-bit (ternary, 1.58-bit) large language models like BitNet b1.58, letting them run fast on CPUs and GPUs.
- 53

faiss
41.2Kfacebookresearch/faiss · C++Faiss is a library for efficient similarity search and clustering of dense vectors, developed primarily at Meta's Fundamental AI Research group. It can search collections of vectors of any size, even ones that do not fit in RAM.
- 54

ChatGLM-6B
40.9Kzai-org/ChatGLM-6B · PythonChatGLM-6B is an open bilingual (Chinese-English) dialogue language model with 6.2 billion parameters, based on the General Language Model (GLM) architecture.
- 55

Kronos
40.9Kshiyu-coder/Kronos · PythonKronos is an open-source foundation model for financial candlestick (K-line) data, pretrained on data from over 45 global exchanges to produce price/volume forecasts.
- 56

marker
40.5Kdatalab-to/marker · PythonMarker is a document conversion tool that turns PDFs (and other document types) into markdown, JSON, HTML, or chunked output quickly and accurately, extracting tables, equations, forms, and images along the way.
- 57
project-nomad
40.4KCrosstalk-Solutions/project-nomad · TypeScriptProject NOMAD is a self-contained, offline-first knowledge and education server: offline Wikipedia, thousands of books, Khan Academy courses, offline maps and optional local AI, all running on hardware you own with no internet required.
- 58
AnyPS5
40.1Kboykopovar/AnyPS5 · C++AnyPS5 is a tool that automatically ports PS5 executables so they run natively on Linux and Windows, without emulation.
- 59
polars
40.1Kpola-rs/polars · RustPolars is an extremely fast analytical query engine for DataFrames, written in Rust and designed to be fast, easy to use and expressive.
- 60

bert
40Kgoogle-research/bert · PythonGoogle's official TensorFlow implementation of BERT together with pre-trained checkpoints — a method for pre-training language representations that set state-of-the-art results on a wide range of NLP tasks, from SQuAD question answering to natural language inference.
- 61
ChatTTS
39.9K2noise/ChatTTS · PythonChatTTS is an open-source text-to-speech model built for conversational speech — the natural-sounding voice layer for things like LLM assistants — speaking English and Chinese.
- 62

FastChat
39.5Klm-sys/FastChat · PythonFastChat is an open platform for training, serving, and evaluating large language model based chatbots. It is the release repo for Vicuna and powers Chatbot Arena (lmarena.ai), which has served over 10 million chat requests for 70+ LLMs.
- 63

VoxCPM
39.4KOpenBMB/VoxCPM · PythonVoxCPM is a tokenizer-free Text-to-Speech system that directly generates continuous speech representations through an end-to-end diffusion autoregressive architecture, skipping discrete tokenization for more natural, expressive speech. VoxCPM2 is the latest 2B-parameter release trained on 2M+ hours of multilingual audio.
- 64

bark
39.3Ksuno-ai/bark · Jupyter NotebookBark is a transformer-based text-to-audio model from Suno that generates realistic, multilingual speech plus music, background noise, and sound effects from text prompts.
- 65

airllm
39.1Klyogavin/airllm · Jupyter NotebookAn open-source Python library that runs huge LLMs on tiny GPUs: a 70B model fits on a single 4GB card without quantization, distillation or pruning — even the 2.8T-parameter Kimi K3 runs in under 4GB.
- 66

lapce
38.9Klapce/lapce · RustLapce is a fast code editor written in pure Rust, with a UI built in Floem, built-in LSP support, modal (Vim-like) editing, remote development, and a terminal.
- 67
Retrieval-based-Voice-Conversion-WebUI
38.8KRVC-Project/Retrieval-based-Voice-Conversion-WebUI · PythonRVC WebUI is a web-based tool for training and running voice conversion (voice-changing) models, letting you clone a target voice's timbre using as little as about 10 minutes of audio.
- 68

GFPGAN
37.7KTencentARC/GFPGAN · PythonGFPGAN is a practical algorithm for real-world blind face restoration: it rebuilds degraded or low-quality faces in photos using rich priors from a pretrained face GAN like StyleGAN2.
- 69

mpv
37.4Kmpv-player/mpv · Cmpv is a free (as in freedom) media player for the command line. It supports a wide variety of media file formats, audio and video codecs, and subtitle types.
- 70

Kazumi
37.3KPredidit/Kazumi · DartKazumi is a free, open-source app for discovering and streaming anime online. It does not hardcode websites: sources come from custom rules you write or import — up to five XPath selector lines each.
- 71

sglang
37.2Ksgl-project/sglang · PythonSGLang is a high-performance serving framework for large language models and multimodal models, built to deliver low-latency, high-throughput inference from a single GPU up to large distributed clusters.
- 72

pytorch-image-models
37.2Khuggingface/pytorch-image-models · PythonPyTorch Image Models (timm) — the largest collection of PyTorch image encoders and backbones, shipped with pretrained weights plus train, eval, inference and export scripts.
- 73

Real-ESRGAN
37.1Kxinntao/Real-ESRGAN · PythonReal-ESRGAN is a practical algorithm for general image and video restoration (super-resolution) that extends ESRGAN and is trained entirely on synthetic data so it handles real-world degradation, not just clean bicubic downscaling.
- 74

MockingBird
36.9Kbabysor/MockingBird · PythonMockingBird is a PyTorch voice-cloning toolbox: it learns a voice from a short audio clip and generates arbitrary Mandarin speech in real time. The repo is no longer actively updated — the author is building an optimized cloud-hosted version instead.
- 75

HanLP
36.5Khankcs/HanLP · PythonHanLP is a production-oriented, multilingual NLP toolkit built on dual PyTorch/TensorFlow 2.x engines, supporting 130 languages with ten joint tasks such as tokenization, POS tagging, NER, dependency and constituency parsing, semantic role labeling, and text classification.
- 76

jax
36.5Kjax-ml/jax · PythonJAX is a Python library for accelerator-oriented array computation and program transformation, built for high-performance numerical computing and large-scale machine learning.
- 77
heretic
35.6Kp-e-w/heretic · PythonHeretic is a command-line tool that automatically removes censorship (safety alignment) from transformer-based language models using directional ablation combined with an Optuna-powered parameter optimizer, without any training.
- 78

kitty
35.3Kkovidgoyal/kitty · Pythonkitty is a fast, feature-rich terminal emulator that renders its output on the GPU and works across platforms - it gives you a command line in a window on your desktop.
- 79

raylib
35.2Kraysan5/raylib · Craylib is a simple and easy-to-use C library (C99) for videogames programming, inspired by Borland BGI and the XNA framework — you write code, and it handles windows, graphics, inputs and audio.
- 80
qdrant
35.1Kqdrant/qdrant · RustQdrant is a high-performance vector similarity search engine and vector database written in Rust, built to store, search, and manage 'points' (vectors plus a JSON payload) for AI applications like semantic search, recommendations, and RAG.
- 81
OCRmyPDF
35.1Kocrmypdf/OCRmyPDF · PythonOCRmyPDF adds an OCR text layer to scanned PDF files so the text becomes searchable and copy-pasteable, while keeping the original image intact.
- 82

btop
35Karistocratos/btop · C++A terminal resource monitor that shows usage and stats for processor, memory, disks, network and processes. It is the C++ version and continuation of bashtop and bpytop.
- 83
detectron2
34.9Kfacebookresearch/detectron2 · PythonDetectron2 is Facebook AI Research's next-generation library for object detection, segmentation and other visual recognition tasks, with state-of-the-art algorithms.
- 84

diffusers
34.7Khuggingface/diffusers · PythonDiffusers is Hugging Face's Python library for state-of-the-art pretrained diffusion models that generate images, audio, and even 3D molecule structures, all in PyTorch.
- 85

openpose
34.5KCMU-Perceptual-Computing-Lab/openpose · C++OpenPose is a real-time multi-person keypoint detection library: it detects 135 body, hand, face, and foot keypoints from images and video - the first system to detect all four jointly in real time.
- 86

CLIP
34.5Kopenai/CLIP · Jupyter NotebookCLIP is a neural network trained on many (image, text) pairs: given an image, it predicts the most relevant text snippet in natural language, zero-shot, without directly optimizing for the task.
- 87
motion
34.2Kmotiondivision/motion · TypeScriptMotion is an open source animation library for JavaScript, React and Vue — you may know it by its former name, Framer Motion.
- 88

ControlNet
34.1Klllyasviel/ControlNet · PythonControlNet is a neural network structure that adds extra conditions to diffusion models like Stable Diffusion: instead of a text prompt alone, you steer generation with an edge map, depth map, pose skeleton or scribble. This repo is the official implementation.
- 89
spaCy
34Kexplosion/spaCy · PythonspaCy is a library for advanced Natural Language Processing in Python and Cython, designed from day one for real products. It ships pretrained pipelines and supports tokenization and training for 70+ languages.
- 90

TaskMatrix
34Kchenfei-wu/TaskMatrix · PythonTaskMatrix (also known as Visual ChatGPT) connects ChatGPT to a set of Visual Foundation Models so you can send and receive images while chatting, letting the LLM draw, edit, and analyze pictures.
- 91

tabby
33.9KTabbyML/tabby · RustTabby is a self-hosted AI coding assistant that gives you an open-source, on-premises alternative to GitHub Copilot, with code completion and chat features.
- 92

glances
33.8Knicolargo/glances · PythonGlances is an open-source cross-platform system monitoring tool, a top/htop alternative that shows CPU, memory, disk, network, containers, sensors, and running processes in one dashboard, reachable via terminal, web UI, API, or an MCP server for AI assistants.
- 93
tinygrad
33.8Ktinygrad/tinygrad · Pythontinygrad is an end-to-end deep learning stack: a tensor library with autograd, an IR and compiler that fuse and lower kernels, JIT execution, plus nn, optim and datasets for real training.
- 94

laya
33.2KNandhaKishorM/laya · PythonLaya is a non-autoregressive decision engine: instead of generating text, it answers typed questions — multiple choice, a numeric score, or yes/no — about any text in a single forward pass, across 100+ languages. A built-in router detects the language and picks the right checkpoint per request.
- 95
fish-speech
33.2Kfishaudio/fish-speech · PythonFish Speech (Fish Audio S2) is a state-of-the-art open-source text-to-speech system that generates natural, emotionally rich speech in 80+ languages, led by the flagship S2-Pro model that combines a Dual-AR architecture with reinforcement-learning alignment.
- 96

Proton
33.1KValveSoftware/Proton · C++Proton is a compatibility tool for the Steam client that lets games exclusive to Windows run on Linux. It is based on Wine plus additional components.
- 97

mmdetection
33Kopen-mmlab/mmdetection · PythonMMDetection is an open source object detection toolbox built on PyTorch, part of the OpenMMLab project, that supports object detection, instance segmentation, panoptic segmentation, and semi-supervised detection.
- 98

self-llm
32.5Kdatawhalechina/self-llm · Jupyter NotebookSelf-llm is a Chinese-language tutorial collection that teaches beginners how to configure environments, deploy, and fine-tune (full-parameter or LoRA) 50+ open-source large language models and multimodal models on Linux.
- 99

fairseq
32.2Kfacebookresearch/fairseq · PythonFairseq is Facebook AI Research's sequence modeling toolkit for training custom models for translation, summarization, language modeling and other text generation tasks, built on PyTorch.
- 100

minikube
32.2Kkubernetes/minikube · GoMinikube runs a local Kubernetes cluster on macOS, Linux, or Windows so developers can build and test Kubernetes applications on their own machine.
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