Topics / #pytorch

PyTorch projects on GitHub

Popular Python deep-learning framework for building and training neural networks.

As of , the most-starred PyTorch projects on GitHub are transformers (167.8K stars), stable-diffusion-webui (165.1K stars) and ComfyUI (138.1K stars). GitHub.Locker tracks 419 PyTorch repositories with 7.6M stars combined. The fastest-growing on October 17 was ComfyUI-Ref2VA-VSA, with +173 stars in a day.

419Projects
7.6MStars in total
+3.8KStars in a day
Browse in the catalog →github.com/topics/pytorch ↗

Hot right now

Most stars gained in a day · Oct 17

+173

ComfyUI-Ref2VA-VSA

Kablex/ComfyUI-Ref2VA-VSA · ★ 743

It's a ComfyUI custom node that dramatically speeds up Reference-to-Video (Ref2VA) generation for the MiniMax H3 model, producing a full 5-second, 24fps character video in about 72 seconds on a single RTX 4090 instead of over 10 minutes.

+160

airllm

lyogavin/airllm · ★ 39.2K

An 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.

+143

ComfyUI

Comfy-Org/ComfyUI · ★ 138.1K

ComfyUI is a node-based graph interface for building and running diffusion model workflows: image, video, 3D, and audio generation, editing, and more, all without writing code.

+117

heretic

p-e-w/heretic · ★ 35.7K

Heretic 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.

The all-time top

Top 100 of 419 · by stars

  1. #1 · huggingface/transformers

    transformers

    Transformers is Hugging Face's model-definition framework for state-of-the-art machine learning models across text, vision, audio, video, and multimodal tasks, usable for both inference and training.

    167.8K
  2. #2 · AUTOMATIC1111/stable-diffusion-webui

    stable-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.

    165.1K
  3. #3 · Comfy-Org/ComfyUI

    ComfyUI

    ComfyUI is a node-based graph interface for building and running diffusion model workflows: image, video, 3D, and audio generation, editing, and more, all without writing code.

    138.1K
  1. 4

    whisper

    110.8Kopenai/whisper · Python

    Whisper is a general-purpose speech recognition model trained on a large, diverse dataset with weak supervision. It can perform multilingual transcription, translate speech into English, and identify the spoken language.

  2. 5

    LLMs-from-scratch

    106.8Krasbt/LLMs-from-scratch · Jupyter Notebook

    This is the official code repository for the book 'Build a Large Language Model (From Scratch)', which teaches you to implement a GPT-like LLM in PyTorch step by step, from tokenization through pretraining and finetuning.

  3. 6

    autoresearch

    98.1Kkarpathy/autoresearch · Python

    autoresearch 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.

  4. 7

    vllm

    94.1Kvllm-project/vllm · Python

    vLLM is a library for fast LLM inference and serving, built around PagedAttention for efficient memory management of attention keys and values.

  5. 8

    llm-course

    83.8Kmlabonne/llm-course

    A free, open-source course for getting into Large Language Models (LLMs), combining theory roadmaps with hands-on Colab notebooks covering everything from math fundamentals to fine-tuning and deployment.

  6. 9

    d2l-zh

    81.8Kd2l-ai/d2l-zh · Python

    This is a free, open-source deep learning textbook (Dive into Deep Learning / D2L) written in Chinese, teaching math, concepts, and implementation together through runnable code; it's used as course material by over 500 universities in more than 70 countries.

  7. 10

    LlamaFactory

    75.5Khiyouga/LlamaFactory · Python

    LlamaFactory unifies efficient fine-tuning of 100+ large language models and vision-language models in one Python toolkit, published as an ACL 2024 paper.

  8. 11

    stable-diffusion

    73.5KCompVis/stable-diffusion · Jupyter Notebook

    Stable 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.

  9. 12

    AI-For-Beginners

    69.9Kmicrosoft/AI-For-Beginners · Jupyter Notebook

    A free 12-week, 24-lesson curriculum from Microsoft that teaches Artificial Intelligence fundamentals through practical lessons, quizzes, and labs.

  10. 13

    annotated_deep_learning_paper_implementations

    67.6Klabmlai/annotated_deep_learning_paper_implementations · Python

    A collection of 60+ PyTorch implementations of deep learning papers, each annotated with side-by-side explanatory notes so you can read the code and the math/explanation together.

  11. 14

    keras

    64.4Kkeras-team/keras · Python

    Keras 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.

  12. 15

    minimind

    63.9Kjingyaogong/minimind · Python

    MiniMind 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.

  13. 16

    nanoGPT

    63.9Kkarpathy/nanoGPT · Python

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

  14. 17

    GPT-SoVITS

    63.1KRVC-Boss/GPT-SoVITS · Python

    GPT-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.

  15. 18

    ultralytics

    62.6Kultralytics/ultralytics · Python

    Ultralytics 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.

  16. 19

    Real-Time-Voice-Cloning

    60.2KCorentinJ/Real-Time-Voice-Cloning · Python

    It's an implementation of SV2TTS, a deep learning framework that lets you clone a voice from just a few seconds of audio and then generate arbitrary speech in that voice in real time.

  17. 20

    llama

    59.6Kmeta-llama/llama · Python

    This 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.

  18. 21

    nanochat

    58.7Kkarpathy/nanochat · Python

    A 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.

  19. 22

    yolov5

    58.2Kultralytics/yolov5 · Python

    YOLOv5 is a fast, accurate, and easy-to-use computer vision model from Ultralytics for object detection, instance segmentation, and image classification, built on PyTorch.

  20. 23

    segment-anything

    55Kfacebookresearch/segment-anything · Jupyter Notebook

    This 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.

  21. 24

    Fooocus

    53.6Klllyasviel/Fooocus · Python

    Fooocus 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.

  22. 25

    supervision

    51.2Kroboflow/supervision · Python

    Supervision is a Python library with reusable computer vision building blocks: detection/segmentation/classification result handling, annotators, trackers, and dataset utilities that plug into any model.

  23. 26

    Made-With-ML

    49.8KGokuMohandas/Made-With-ML · Jupyter Notebook

    Made-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.

  24. 27

    TTS

    46.1Kcoqui-ai/TTS · Python

    Coqui TTS is a deep learning toolkit for Text-to-Speech, shipping 1100+ pretrained models plus tools for training, fine-tuning, and curating datasets for new voices.

  25. 28

    ray

    44.1Kray-project/ray · Python

    Ray 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.

  26. 29

    DeepSpeed

    43.2Kdeepspeedai/DeepSpeed · Python

    DeepSpeed 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.

  27. 30

    ailearning

    42.6Kapachecn/ailearning · Python

    AiLearning is a Chinese-language, practice-first study guide covering data analysis, machine learning, linear algebra, PyTorch, NLTK, and TensorFlow 2, built mainly around code-along notes for the book 'Machine Learning in Action'.

  28. 31

    ColossalAI

    41.4Khpcaitech/ColossalAI · Python

    Colossal-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.

  29. 32

    Kronos

    40.9Kshiyu-coder/Kronos · Python

    Kronos 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.

  30. 33

    ChatTTS

    39.9K2noise/ChatTTS · Python

    ChatTTS 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.

  31. 34

    VoxCPM

    39.5KOpenBMB/VoxCPM · Python

    VoxCPM 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.

  32. 35

    bark

    39.3Ksuno-ai/bark · Jupyter Notebook

    Bark 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.

  33. 36

    airllm

    39.2Klyogavin/airllm · Jupyter Notebook

    An 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.

  34. 37

    Retrieval-based-Voice-Conversion-WebUI

    38.8KRVC-Project/Retrieval-based-Voice-Conversion-WebUI · Python

    RVC 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.

  35. 38

    GFPGAN

    37.7KTencentARC/GFPGAN · Python

    GFPGAN 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.

  36. 39

    LLM101n

    37.5Kkarpathy/LLM101n

    LLM101n is a planned course by Andrej Karpathy that walks through building a 'Storyteller' AI language model end-to-end, from basics all the way to a ChatGPT-like web app, implemented from scratch in Python, C and CUDA.

  37. 40

    pytorch-image-models

    37.2Khuggingface/pytorch-image-models · Python

    PyTorch Image Models (timm) — the largest collection of PyTorch image encoders and backbones, shipped with pretrained weights plus train, eval, inference and export scripts.

  38. 41

    Real-ESRGAN

    37.1Kxinntao/Real-ESRGAN · Python

    Real-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.

  39. 42

    MockingBird

    36.9Kbabysor/MockingBird · Python

    MockingBird 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.

  40. 43

    HanLP

    36.5Khankcs/HanLP · Python

    HanLP 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.

  41. 44

    DragGAN

    35.7KXingangPan/DragGAN · Python

    DragGAN is the official implementation of the SIGGRAPH 2023 paper that lets you interactively drag points on a GAN-generated image to move or reshape objects within it.

  42. 45

    heretic

    35.7Kp-e-w/heretic · Python

    Heretic 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.

  43. 46

    detectron2

    34.9Kfacebookresearch/detectron2 · Python

    Detectron2 is Facebook AI Research's next-generation library for object detection, segmentation and other visual recognition tasks, with state-of-the-art algorithms.

  44. 47

    diffusers

    34.7Khuggingface/diffusers · Python

    Diffusers 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.

  45. 48

    timesfm

    34.6Kgoogle-research/timesfm · Python

    TimesFM is a pretrained time-series foundation model from Google Research used for time-series forecasting, similar in spirit to a language model but for numerical sequences.

  46. 49

    CLIP

    34.5Kopenai/CLIP · Jupyter Notebook

    CLIP 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.

  47. 50

    happy-llm

    34.4Kdatawhalechina/happy-llm · Jupyter Notebook

    Happy-LLM is Datawhale's free open-source LLM course: a systematic tutorial that goes from NLP basics and the Transformer architecture to building and training your first large language model, then applying it with RAG and agents.

  48. 51

    ControlNet

    34.1Klllyasviel/ControlNet · Python

    ControlNet 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.

  49. 52

    spaCy

    34Kexplosion/spaCy · Python

    spaCy 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.

  50. 53

    tinygrad

    33.8Ktinygrad/tinygrad · Python

    tinygrad 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.

  51. 54

    netron

    33.6Klutzroeder/netron · JavaScript

    Netron is a viewer for neural network, deep learning and machine learning models that lets you open a model file and visually inspect its graph, layers and weights.

  52. 55

    laya

    33.3KNandhaKishorM/laya · Python

    Laya 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.

  53. 56

    mmdetection

    33Kopen-mmlab/mmdetection · Python

    MMDetection 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.

  54. 57

    pytorch-tutorial

    32.5Kyunjey/pytorch-tutorial · Python

    This is a collection of PyTorch tutorial code for deep learning researchers, covering models from basics to advanced topics, each implemented in under 30 lines of code where possible.

  55. 58

    fairseq

    32.2Kfacebookresearch/fairseq · Python

    Fairseq 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.

  56. 59

    pytorch-lightning

    31.4KLightning-AI/pytorch-lightning · Python

    PyTorch Lightning is a deep learning framework for pretraining and finetuning AI models of any size, scaling from a single CPU to thousands of GPUs or TPUs without changing your model code.

  57. 60

    llm.c

    31.2Kkarpathy/llm.c · Cuda

    llm.c is Karpathy's project for training large language models in raw C and CUDA, with no dependency on 245MB of PyTorch or 107MB of cPython. It currently focuses on pretraining GPT-2 and GPT-3-scale models, with train_gpt2.cu as the main CUDA training path.

  58. 61

    stanford_alpaca

    30.2Ktatsu-lab/stanford_alpaca · Python

    Stanford's official Alpaca repo: code and docs for training an instruction-following LLaMA model and generating its 52K instruction dataset. In preliminary human evaluation the 7B model behaved similarly to text-davinci-003.

  59. 62

    EasyOCR

    30.1KJaidedAI/EasyOCR · Python

    A ready-to-use, open-source OCR library for Python: it detects and reads text in images across 80+ languages and popular writing scripts — Latin, Chinese, Arabic, Devanagari, Cyrillic and more.

  60. 63

    genesis-world

    30.1KGenesis-Embodied-AI/genesis-world · Python

    It's a simulation platform for general-purpose robotics and embodied AI learning: a multi-physics engine, a photorealistic renderer (Nyx) and a cross-platform compiler (Quadrants) behind one Python API.

  61. 64

    insightface

    30Kdeepinsight/insightface · Python

    An open-source 2D and 3D deep face analysis toolbox that efficiently implements state-of-the-art face recognition, detection and alignment, optimized for both training and deployment.

  62. 65

    Open-Sora

    29.9Khpcaitech/Open-Sora · Python

    Open-Sora is an open-source initiative for efficiently producing high-quality video: it releases video generation models together with the tools, checkpoints and all training details.

  63. 66

    d2l-en

    29.9Kd2l-ai/d2l-en · Python

    An interactive open-source deep learning book that teaches concepts, context, and runnable code together, with examples in multiple frameworks. Its premise: the best way to understand deep learning is learning by doing.

  64. 67

    Hands-On-Large-Language-Models

    29.7KHandsOnLLM/Hands-On-Large-Language-Models · Jupyter Notebook

    The official code repo for the O'Reilly book 'Hands-On Large Language Models', known as the Illustrated LLM Book. It contains a Jupyter notebook for each of the book's 12 chapters.

  65. 68

    llama3

    29.2Kmeta-llama/llama3 · Python

    Meta's official GitHub home for Llama 3: model weights plus minimal code for running inference on pre-trained and instruction-tuned models in 8B and 70B sizes. The repo is now deprecated.

  66. 69

    taichi

    28.4Ktaichi-dev/taichi · C++

    Taichi Lang is an open-source language for high-performance GPU programming embedded in Python: you write Python-like code and its JIT compiler turns it into efficient parallel GPU or CPU machine code.

  67. 70

    lerobot

    28.3Khuggingface/lerobot · Python

    LeRobot is Hugging Face's open-source project providing models, datasets, and tools for real-world robotics in PyTorch, aiming to lower the barrier to entry for building and deploying robot learning policies.

  68. 71

    fastai

    28.2Kfastai/fastai · Jupyter Notebook

    It's a deep learning library: high-level components that reach state-of-the-art results quickly in standard domains, plus low-level pieces researchers can mix and match to build new approaches.

  69. 72

    so-vits-svc

    28.1Ksvc-develop-team/so-vits-svc · Python

    An open-source AI singing voice conversion (SVC) framework: it trains PyTorch models that make one voice sing the lines of another, using SoftVC speech features fed into VITS with an NSF-HiFiGAN vocoder.

  70. 73

    generative-models

    27.3KStability-AI/generative-models · Python

    This is Stability AI's research codebase for a family of generative diffusion models, covering text-to-image (SDXL, SDXL-Turbo), image-to-video (Stable Video Diffusion), image-to-3D-video (SV3D), and video-to-4D (SV4D, SV4D 2.0) synthesis.

  71. 74

    MiniCPM-V

    26.8KOpenBMB/MiniCPM-V · Python

    A family of pocket-sized multimodal AI models from OpenBMB (MiniCPM-V and MiniCPM-o) built to run on local devices, even phones — understanding images, video and text, and in the o-series also speech.

  72. 75

    ultimatevocalremovergui

    26.7KAnjok07/ultimatevocalremovergui · Python

    UVR is a free desktop app that removes vocals from audio files using state-of-the-art AI source-separation models — handy for karaoke tracks, instrumentals and sampling.

  73. 76

    darknet

    26.5Kpjreddie/darknet · C

    Darknet is an open source neural network framework written in C and CUDA, used for training and running deep learning models for computer vision tasks like object detection (YOLO).

  74. 77

    open-r1

    26.5Khuggingface/open-r1 · Python

    Open R1 is a fully open effort to reproduce the training pipeline behind DeepSeek-R1, providing scripts to run SFT and GRPO training, generate synthetic reasoning data, and evaluate the resulting reasoning models.

  75. 78

    deep-learning-for-image-processing

    26.4KWZMIAOMIAO/deep-learning-for-image-processing · Python

    A video-based deep learning course that walks through classic computer-vision architectures for image classification, object detection, segmentation and keypoint detection, pairing each network with a lecture and runnable code.

  76. 79

    Detectron

    26.4Kfacebookresearch/Detectron · Python

    Detectron is Facebook AI Research's software system implementing state-of-the-art object detection algorithms like Mask R-CNN and RetinaNet, built as a research platform for computer vision.

  77. 80

    flux

    26Kblack-forest-labs/flux · Python

    This is Black Forest Labs' official inference repo for the FLUX.1 family of image generation and editing diffusion models, providing minimal code to run the open-weight models.

  78. 81

    shap

    25.8Kshap/shap · Jupyter Notebook

    SHAP is a Python library that explains the output of any machine learning model using Shapley values from game theory — it tells you how much each feature contributed to a given prediction.

  79. 82

    MiniGPT-4

    25.6KVision-CAIR/MiniGPT-4 · Python

    This is the open-sourced research code for MiniGPT-4 and MiniGPT-v2, two vision-language models that use a large language model as the interface for understanding and chatting about images.

  80. 83

    vit-pytorch

    25.6Klucidrains/vit-pytorch · Python

    A PyTorch implementation of the Vision Transformer (ViT), an image classification model that reaches SOTA results using just a single transformer encoder instead of convolutions.

  81. 84

    JARVIS

    25.4Kmicrosoft/JARVIS · Python

    JARVIS is an open-source research system that connects an LLM with the ML community: a large language model acts as the controller, picking and invoking expert models from the Hugging Face Hub to solve complex AI tasks.

  82. 85

    fastbook

    25.4Kfastai/fastbook · Jupyter Notebook

    This repo contains the official Jupyter Notebooks for 'the fastai book', an introduction to deep learning, the fastai library, and PyTorch.

  83. 86

    pytorch-CycleGAN-and-pix2pix

    25.3Kjunyanz/pytorch-CycleGAN-and-pix2pix · Python

    Open-source PyTorch implementations of two classic image-to-image translation models: CycleGAN and pix2pix. They turn images from one domain into another, like horses into zebras or building label maps into photos.

  84. 87

    llm-action

    25.2Kliguodongiot/llm-action · HTML

    It is a Chinese-language hub of in-depth tutorials on large language model engineering: training, fine-tuning, distributed training, inference, compression, evaluation, data engineering, LLMOps and AI infrastructure, organized as a big index linking the author's article series, many with companion code.

  85. 88

    flash-attention

    25.2KDao-AILab/flash-attention · Python

    The official implementation of FlashAttention and FlashAttention-2 — GPU kernels that compute exact attention faster and with less memory than standard PyTorch attention.

  86. 89

    minGPT

    25Kkarpathy/minGPT · Python

    minGPT is a minimal PyTorch re-implementation of OpenAI's GPT, covering both training and inference, written to be small and easy to read rather than production-optimized.

  87. 90

    nn-zero-to-hero

    24.8Kkarpathy/nn-zero-to-hero · Jupyter Notebook

    A course by Andrej Karpathy that teaches neural networks from the absolute basics, built around a series of YouTube lectures with accompanying Jupyter notebooks coded live in the videos.

  88. 91

    whisperX

    24.6Km-bain/whisperX · Python

    WhisperX is an open-source speech recognition tool that transcribes audio with accurate word-level timestamps and optional speaker diarization. It builds on OpenAI's Whisper and came out of PhD research at the University of Oxford.

  89. 92

    gaussian-splatting

    24.2Kgraphdeco-inria/gaussian-splatting · Python

    This is the official reference implementation of the paper '3D Gaussian Splatting for Real-Time Radiance Field Rendering' — it reconstructs a 3D scene from photos as a set of 3D Gaussians and renders novel views in real time at 1080p.

  90. 93

    pytorch_geometric

    24.1Kpyg-team/pytorch_geometric · Python

    PyG (PyTorch Geometric) is a Python library built on PyTorch for writing and training Graph Neural Networks (GNNs) on structured data — graphs and other irregular structures — using methods drawn from many published papers.

  91. 94

    examples

    24.1Kpytorch/examples · Python

    A curated set of short, standalone PyTorch example projects covering computer vision, text, and reinforcement learning, each meant to be emulated in your own work.

  92. 95

    CV

    24KAccumulateMore/CV · Jupyter Notebook

    A comprehensive collection of Chinese-language deep learning study notes covering PyTorch, classic deep learning courses, and LLM agents — written to accompany well-known video courses.

  93. 96

    DeepSeek-OCR

    24Kdeepseek-ai/DeepSeek-OCR · Python

    DeepSeek-OCR is a vision-language model built to explore 'contexts optical compression' -- squeezing text-heavy document images into a small number of vision tokens that an LLM can still read back accurately, as a research probe into how much text a vision encoder can represent visually.

  94. 97

    ncnn

    24KTencent/ncnn · C++

    ncnn is a high-performance neural network inference framework built by Tencent and optimized for mobile, embedded, and desktop deployment. It is used in Tencent apps like QQ, Qzone, and WeChat to run deep learning models on-device.

  95. 98

    verl

    23.9Kverl-project/verl · Python

    verl is a flexible, efficient and production-ready reinforcement learning training library for LLMs, initiated by ByteDance's Seed team and maintained by the community. It is the open-source version of the HybridFlow paper (EuroSys 2025).

  96. 99

    best-of-ml-python

    23.8Klukasmasuch/best-of-ml-python

    A curated, ranked index of top open-source machine learning libraries for Python, covering areas like deep learning, NLP, AutoML and data visualization, generated and refreshed automatically.

  97. 100

    audiocraft

    23.7Kfacebookresearch/audiocraft · Jupyter Notebook

    AudioCraft is a PyTorch library for deep learning research on audio generation, built around generative models like MusicGen (text-to-music) and AudioGen (text-to-sound), plus the EnCodec neural audio codec.

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