Topic: pytorch

64,259 repositories

huggingface/transformers

๐Ÿค— 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.

โ˜… 166,891PythonForks 34,739

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.

โ˜… 135,746PythonForks 16,100

rasbt/LLMs-from-scratch

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

โ˜… 105,851Jupyter NotebookForks 16,260

vllm-project/vllm

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

โ˜… 93,029PythonForks 22,893

labmlai/annotated_deep_learning_paper_implementations

๐Ÿง‘โ€๐Ÿซ 60+ Implementations/tutorials of deep learning papers with side-by-side notes ๐Ÿ“; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), ๐ŸŽฎ reinforcement learning (ppo, dqn), capsnet, distillation, ... ๐Ÿง 

โ˜… 67,507PythonForks 6,755

ultralytics/ultralytics

Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 โ€” object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking

โ˜… 62,145PythonForks 11,808

ultralytics/yolov5

Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.

โ˜… 58,104PythonForks 17,459

roboflow/supervision

We write your reusable computer vision tools. ๐Ÿ’œ

โ˜… 51,104PythonForks 4,865

GokuMohandas/Made-With-ML

Learn how to develop, deploy and iterate on production-grade ML applications.

โ˜… 49,671Jupyter NotebookForks 7,803

coqui-ai/TTS

๐Ÿธ๐Ÿ’ฌ - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

โ˜… 46,097PythonForks 6,166

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.

โ˜… 43,958PythonForks 8,106

deepspeedai/DeepSpeed

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

โ˜… 43,172PythonForks 5,019

OpenBMB/VoxCPM

VoxCPM2: Tokenizer-Free TTS for Multilingual Speech Generation, Creative Voice Design, and True-to-Life Cloning

โ˜… 38,258PythonForks 4,335

TencentARC/GFPGAN

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

โ˜… 37,687PythonForks 6,291

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

โ˜… 37,185PythonForks 5,214

xinntao/Real-ESRGAN

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

โ˜… 36,960PythonForks 4,485

babysor/MockingBird

๐Ÿš€Clone a voice in 5 seconds to generate arbitrary speech in real-time

โ˜… 36,901PythonForks 5,173

huggingface/diffusers

๐Ÿค— Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.

โ˜… 34,637PythonForks 7,366

lutzroeder/netron

Visualizer for neural network, deep learning and machine learning models

โ˜… 33,538JavaScriptForks 3,188

facebookresearch/fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

โ˜… 32,219PythonForks 6,671

JaidedAI/EasyOCR

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

โ˜… 30,045PythonForks 3,611

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.

โ˜… 29,741PythonForks 5,140

NandhaKishorM/laya

Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per request.

โ˜… 29,662PythonForks 2,571