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huggingface/transformers

Model framework for state-of-the-art ML models in text, vision, audio, and multimodal tasks.

157.4K
Active
Python
LLM Frameworks
Agents & Orchestration
PyTorch
#transformers#huggingface#deep-learning

ultralytics/yolov5

YOLOv5 is a state-of-the-art computer vision model for object detection, segmentation, and classification.

56.9K
Active
Python
Computer Vision
PyTorch
#object-detection#image-segmentation#image-classification

huggingface/diffusers

State-of-the-art diffusion models for image, audio, and video generation in PyTorch.

32.9K
Active
Python
Computer Vision
AI Image & Video
PyTorch
#diffusion-models#image-generation#video-generation

open-mmlab/mmdetection

Object detection toolbox for PyTorch with support for multiple tasks and state-of-the-art models.

32.4K
Archived
Python
Computer Vision
PyTorch
#object-detection#instance-segmentation#computer-vision

deepinsight/insightface

2D/3D face analysis with AI

28.0K
Active
Python
Computer Vision
PyTorch
#face-recognition#face-detection#age-estimation

resemble-ai/chatterbox

State-of-the-art open-source TTS models for high-quality voice generation

23.0K
Active
Python
AI Voice & Speech
PyTorch
#TTS#text-to-speech#voice-generation

facebookresearch/audiocraft

AudioCraft is a PyTorch library for audio generation with deep learning models like MusicGen and AudioGen.

23.0K
Experimental
Jupyter Notebook
AI Voice & Speech
Inference
PyTorch
#audio-generation#deep-learning#music-generation

sebastianruder/NLP-progress

Tracks progress in NLP tasks with datasets and benchmarks

23.0K
Archived
Python
Computer Vision
#nlp#benchmark#datasets

huggingface/peft

Parameter-efficient fine-tuning for large models

20.7K
Active
Python
Fine-tuning
PyTorch
#peft#lora#fine-tuning

huggingface/sentence-transformers

State-of-the-art text embedding library for building advanced natural language processing applications.

18.4K
Active
Python
LLM Frameworks
Python
#natural-language-processing#text-embeddings#sentence-transformers

huggingface/transformers.js

Run state-of-the-art ๐Ÿค— Transformers AI models directly in the browser, without a server.

15.5K
Active
JavaScript
LLM Frameworks
React
#transformers#browser-ai#webml

modelscope/FunASR

A comprehensive speech recognition toolkit with state-of-the-art pretrained models for various speech tasks.

15.1K
Active
Python
AI Voice & Speech
PyTorch
#speech-recognition#voice-activity-detection#audio-visual-speech-recognition

NVIDIA/DeepLearningExamples

A collection of state-of-the-art deep learning scripts for various AI/ML tasks, easily trainable and deployable.

14.7K
Archived
Jupyter Notebook
ML Ops
PyTorch
#deep-learning#computer-vision#natural-language-processing

flairNLP/flair

A simple, state-of-the-art NLP framework for tasks like named entity recognition and semantic role labeling.

14.4K
Stable
Python
NLP Frameworks
PyTorch
#natural-language-processing#machine-learning#sequence-labeling

WongKinYiu/yolov7

An implementation of the YOLOv7 state-of-the-art real-time object detection model.

14.1K
Archived
Jupyter Notebook
Computer Vision
PyTorch
#object-detection#real-time#computer-vision

NVIDIA/TensorRT-LLM

TensorRT LLM provides a Python API and optimizations to efficiently run large language models on NVIDIA GPUs.

13.0K
Active
Python
LLM Frameworks
PyTorch
#cuda#llm-serving#moe

PaddlePaddle/PaddleSpeech

Open-source speech toolkit with state-of-the-art ASR, TTS, translation, and audio processing capabilities.

12.5K
Active
Python
AI Voice & Speech
Python
#speech-recognition#speech-synthesis#speech-translation

facebookresearch/seamless_communication

Foundational models for state-of-the-art speech and text translation

11.8K
Archived
Jupyter Notebook
LLM Frameworks
Jupyter Notebook
#speech-translation#text-translation#foundational-models

KittenML/KittenTTS

A lightweight, state-of-the-art text-to-speech (TTS) model for developers building AI-powered applications.

11.2K
Stable
Python
AI Voice & Speech
None
#tts#speech-synthesis#ai-audio

NVlabs/stylegan2

StyleGAN2 is an official TensorFlow implementation of a state-of-the-art generative adversarial network.

11.2K
Archived
Python
Computer Vision
TensorFlow
#computer-vision#generative-adversarial-networks#machine-learning

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