1.Comfy-Org / ComfyUI
The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. The fastest local inference engine in the world.
+21,632 stars
from 122,853 · score 9.98
Trending repositories
Ranked by Attention Score: stars gained over the last 90 complete days
1–100 of 140 by Attention Score · Aug 5, 2026 – Nov 2, 2026 (UTC)
2.vllm-project / vllm
A high-throughput and memory-efficient inference and serving engine for LLMs
+8,314 stars
from 87,764 · score 9.03
3.OpenBMB / VoxCPM
VoxCPM2: Tokenizer-Free TTS for Multilingual Speech Generation, Creative Voice Design, and True-to-Life Cloning
+6,418 stars
from 34,525 · score 8.77
4.huggingface / transformers
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
+5,624 stars
from 162,796 · score 8.63
5.ultralytics / ultralytics
Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking
+3,138 stars
from 59,880 · score 8.05
6.roboflow / supervision
We write your reusable computer vision tools. 💜
+2,959 stars
from 48,495 · score 7.99
7.AUTOMATIC1111 / stable-diffusion-webui
Stable Diffusion web UI
+1,671 stars
from 163,543 · score 7.42
8.GeeeekExplorer / nano-vllm
Nano vLLM
+1,516 stars
from 14,737 · score 7.32
9.Anjok07 / ultimatevocalremovergui
GUI for a Vocal Remover that uses Deep Neural Networks.
+1,387 stars
from 25,511 · score 7.24
10.modelscope / FunASR
Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.
+1,343 stars
from 19,559 · score 7.20
11.LMCache / LMCache
LMCache: Supercharge Your LLM with the Fastest KV Cache Layer
+1,324 stars
from 10,932 · score 7.19
12.stas00 / ml-engineering
Machine Learning Engineering Open Book
+1,211 stars
from 18,433 · score 7.10
13.xinntao / Real-ESRGAN
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
+1,134 stars
from 36,176 · score 7.03
14.ray-project / ray
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
+854 stars
from 43,320 · score 6.75
15.d2l-ai / d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
+781 stars
from 29,201 · score 6.66
16.deepinsight / insightface
State-of-the-art 2D and 3D Face Analysis Project
+780 stars
from 29,326 · score 6.66
17.NVIDIA / TensorRT-LLM
TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT LLM also contains components to create Python and C++ runtimes that orchestrate the inference execution in a performant way.
+761 stars
from 14,226 · score 6.64
18.huggingface / diffusers
🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.
+727 stars
from 34,117 · score 6.59
19.QuentinFuxa / WhisperLiveKit
Real-time, local speech-to-text with streaming ASR, speaker diarization, translation, and OpenAI/Deepgram-compatible APIs.
+673 stars
from 10,527 · score 6.51
20.ultralytics / yolov5
Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.
+653 stars
from 57,594 · score 6.48
21.labmlai / annotated_deep_learning_paper_implementations
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
+597 stars
from 67,038 · score 6.39
22.deepspeedai / DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
+541 stars
from 42,740 · score 6.30
23.microsoft / JARVIS
JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
+508 stars
from 25,035 · score 6.23
24.coqui-ai / TTS
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
+505 stars
from 45,670 · score 6.23
25.kornia / kornia
🐍 Geometric Computer Vision Library for Spatial AI
+491 stars
from 11,285 · score 6.20
26.vwxyzjn / cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
+451 stars
from 10,175 · score 6.11
27.huggingface / peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
+430 stars
from 21,435 · score 6.07
28.onnx / onnx
Open standard for machine learning interoperability
+426 stars
from 21,208 · score 6.06
29.CorentinJ / Real-Time-Voice-Cloning
Clone a voice in 5 seconds to generate arbitrary speech in real-time
+358 stars
from 59,865 · score 5.88
30.DLR-RM / stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
+355 stars
from 13,601 · score 5.87
31.huggingface / datasets
🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
+348 stars
from 21,754 · score 5.86
32.JaidedAI / EasyOCR
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
+347 stars
from 29,777 · score 5.85
33.Jack-Cherish / PythonPark
Python 开源项目之「自学编程之路」，保姆级教程：AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度学习实战、网络爬虫、大厂面经、程序人生、资源分享。
+318 stars
from 11,577 · score 5.77
34.huggingface / pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
+310 stars
from 36,953 · score 5.74
35.keras-team / keras
Deep Learning for humans
+305 stars
from 64,106 · score 5.72
36.kyegomez / OpenMythos
A theoretical reconstruction of the Claude Mythos architecture, built from first principles using the available research literature.
+300 stars
from 14,614 · score 5.71
37.nerfstudio-project / nerfstudio
A collaboration friendly studio for NeRFs
+293 stars
from 11,846 · score 5.68
38.Project-MONAI / MONAI
AI Toolkit for Healthcare Imaging
+282 stars
from 8,533 · score 5.65
39.autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
+261 stars
from 10,546 · score 5.57
40.open-mmlab / mmdetection
OpenMMLab Detection Toolbox and Benchmark
+240 stars
from 32,780 · score 5.48
41.bigscience-workshop / petals
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
+240 stars
from 10,439 · score 5.48
42.mlfoundations / open_clip
An open source implementation of CLIP.
+238 stars
from 14,001 · score 5.48
43.Lightning-AI / pytorch-lightning
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
+234 stars
from 31,203 · score 5.46
44.arc53 / DocsGPT
Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents.
+225 stars
from 18,127 · score 5.42
45.microsoft / LoRA
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
+222 stars
from 13,671 · score 5.41
46.speechbrain / speechbrain
A PyTorch-based Speech Toolkit
+204 stars
from 11,712 · score 5.32
47.pyg-team / pytorch_geometric
Graph Neural Network Library for PyTorch
+194 stars
from 23,936 · score 5.27
48.milesial / Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
+190 stars
from 11,551 · score 5.25
49.WZMIAOMIAO / deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
+187 stars
from 26,251 · score 5.24
50.sczhou / CodeFormer
[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer
+182 stars
from 18,020 · score 5.21
51.thu-ml / tianshou
An elegant PyTorch deep reinforcement learning library.
+169 stars
from 10,879 · score 5.14
52.yunjey / pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
+168 stars
from 32,353 · score 5.13
53.lukas-blecher / LaTeX-OCR
pix2tex: Using a ViT to convert images of equations into LaTeX code.
+158 stars
from 16,442 · score 5.07
54.BlinkDL / RWKV-LM
RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RNN and transformer - great performance, linear time, constant space (no kv-cache), fast training, infinite ctx_len, and free sentence embedding.
+157 stars
from 14,611 · score 5.06
55.TencentARC / GFPGAN
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
+148 stars
from 37,549 · score 5.00
56.Megvii-BaseDetection / YOLOX
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
+145 stars
from 10,539 · score 4.98
57.PennyLaneAI / pennylane
PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.
+139 stars
from 3,378 · score 4.94
58.qubvel-org / segmentation_models.pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
+138 stars
from 11,653 · score 4.93
59.wandb / wandb
The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
+125 stars
from 11,186 · score 4.84
60.zenml-io / zenml
ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.
+110 stars
from 5,523 · score 4.71
61.junyanz / pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
+104 stars
from 25,164 · score 4.65
62.RUCAIBox / RecBole
A unified, comprehensive and efficient recommendation library
+102 stars
from 4,505 · score 4.63
63.jacobgil / pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
+98 stars
from 12,905 · score 4.60
64.open-mmlab / OpenPCDet
OpenPCDet Toolbox for LiDAR-based 3D Object Detection.
+93 stars
from 5,661 · score 4.54
65.Nixtla / neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
+89 stars
from 4,213 · score 4.50
66.open-mmlab / mmdetection3d
OpenMMLab's next-generation platform for general 3D object detection.
+88 stars
from 6,481 · score 4.49
67.babysor / MockingBird
🚀Clone a voice in 5 seconds to generate arbitrary speech in real-time
+87 stars
from 36,795 · score 4.48
68.aimhubio / aim
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
+86 stars
from 6,204 · score 4.47
69.ludwig-ai / ludwig
Low-code framework for building custom LLMs, neural networks, and other AI models
+69 stars
from 11,723 · score 4.25
70.ultralytics / yolov3
PyTorch implementation of YOLOv3, YOLOv3-SPP, and YOLOv3-tiny for real-time object detection with training, validation, inference, and multi-format export.
+65 stars
from 10,566 · score 4.19
71.stanfordnlp / stanza
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
+65 stars
from 7,840 · score 4.19
72.sunlabuiuc / PyHealth
A deep learning toolkit for healthcare AI: EHR (MIMIC, eICU, OMOP), clinical text, signals and imaging. 30+ models, reproducible pipelines.
+58 stars
from 1,634 · score 4.08
73.microsoft / Bringing-Old-Photos-Back-to-LifeArchived
Bringing Old Photo Back to Life (CVPR 2020 oral)
+56 stars
from 15,645 · score 4.04
74.Project-AgML / AgML
AgML is a centralized framework for agricultural machine learning. AgML provides access to public agricultural datasets for common agricultural deep learning tasks, with standard benchmarks and pretrained models, as well the ability to generate synthetic data and annotations.
+54 stars
from 296 · score 4.01
75.pyro-ppl / pyro
Deep universal probabilistic programming with Python and PyTorch
+52 stars
from 9,020 · score 3.97
76.NVIDIAGameWorks / kaolin
A PyTorch Library for Accelerating 3D Deep Learning Research
+51 stars
from 5,139 · score 3.95
77.Sanster / IOPaintArchived
Image inpainting tool powered by SOTA AI Model. Remove any unwanted object, defect, people from your pictures or erase and replace(powered by stable diffusion) any thing on your pictures.
+49 stars
from 23,248 · score 3.91
78.pytorch / audio
Data manipulation and transformation for audio signal processing, powered by PyTorch
+45 stars
from 2,915 · score 3.83
79.lightly-ai / lightly
A python library for self-supervised learning and latent world models on images.
+42 stars
from 3,784 · score 3.76
80.aqlaboratory / openfold
Trainable, memory-efficient, and GPU-friendly PyTorch reproduction of AlphaFold 2
+42 stars
from 3,403 · score 3.76
81.svc-develop-team / so-vits-svcArchived
SoftVC VITS Singing Voice Conversion
+40 stars
from 28,028 · score 3.71
82.deepchecks / deepchecks
Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.
+34 stars
from 4,035 · score 3.56
83.facebookresearch / fairseqArchived
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
+33 stars
from 32,177 · score 3.53
84.superduper-io / superduper
Superduper: End-to-end framework for building custom AI applications and agents.
+33 stars
from 5,295 · score 3.53
85.pytorch / ignite
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
+33 stars
from 4,766 · score 3.53
86.cornellius-gp / gpytorch
A highly efficient implementation of Gaussian Processes in PyTorch
+32 stars
from 3,899 · score 3.50
87.xmu-xiaoma666 / External-Attention-pytorch
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
+30 stars
from 12,150 · score 3.43
88.flairNLP / flair
A very simple framework for state-of-the-art Natural Language Processing (NLP)
+29 stars
from 14,366 · score 3.40
89.microsoft / nniArchived
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
+27 stars
from 14,339 · score 3.33
90.ymcui / Chinese-BERT-wwm
Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）
+27 stars
from 10,205 · score 3.33
91.linto-ai / whisper-timestamped
Multilingual Automatic Speech Recognition with word-level timestamps and confidence
+25 stars
from 2,832 · score 3.26
92.jankrepl / deepdow
Portfolio optimization with deep learning.
+25 stars
from 1,174 · score 3.26
93.open-mmlab / mmengine
OpenMMLab Foundational Library for Training Deep Learning Models
+24 stars
from 1,482 · score 3.22
94.huggingface / text-generation-inferenceArchived
Large Language Model Text Generation Inference
+23 stars
from 10,859 · score 3.18
95.unifyai / ivy
Convert Machine Learning Code Between Frameworks
+19 stars
from 14,148 · score 3.00
96.intel / ipex-llmArchived
Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, DeepSeek, Mixtral, Gemma, Phi, MiniCPM, Qwen-VL, MiniCPM-V, etc.) on Intel XPU (e.g., local PC with iGPU and NPU, discrete GPU such as Arc, Flex and Max); seamlessly integrate with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, vLLM, DeepSpeed, Axolotl, etc.
+19 stars
from 8,826 · score 3.00
97.dbolya / yolact
A simple, fully convolutional model for real-time instance segmentation.
+19 stars
from 5,233 · score 3.00
98.rlworkgroup / garage
A toolkit for reproducible reinforcement learning research.
+16 stars
from 2,114 · score 2.83
99.takuseno / d3rlpy
An offline deep reinforcement learning library
+16 stars
from 1,672 · score 2.83
100.keras-team / keras-hub
Pretrained model hub for Keras 3.
+15 stars
from 982 · score 2.77