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Model Hub Clients

Client libraries for interacting with online model hubs to download, upload, and manage pretrained machine learning models and datasets.

8 projects

82,767 contributors

$370M

TensorFlow

TensorFlow is an open-source machine learning framework developed by Google that enables numerical computation and large-scale machine learning. It provides a flexible system for defining and executing computations involving tensors, which are multi-dimensional arrays. The framework supports deep learning and neural networks across multiple platforms and devices.

Contributors

47,355

Organizations

6,204

Software value

$200M

Transformers

Transformers is a state-of-the-art Natural Language Processing (NLP) library that provides thousands of pretrained models for text, vision, and audio tasks. It offers APIs to easily download and use these models, as well as to train new ones. The library supports multiple deep learning frameworks including PyTorch, TensorFlow, and JAX.

Contributors

23,996

Organizations

3,170

Software value

$52M

PaddlePaddle

PaddlePaddle is an open-source deep learning platform developed by Baidu that provides a comprehensive suite of tools for AI model development, training, and deployment. It features an easy-to-use API, high performance distributed training capabilities, and extensive support for various deep learning applications including computer vision, natural language processing, and speech recognition.

Contributors

9,384

Organizations

488

Software value

$106M

PyTorch Image Models (timm)

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

Contributors

1,538

Organizations

299

Software value

$13M

Ersilia Model Hub

The Ersilia Model Hub is an open-source platform that provides access to AI/ML models for drug discovery and biomedical research. It enables scientists to deploy and use pre-trained models through a standardized interface, focusing on making computational drug discovery tools more accessible to the broader scientific community.

Contributors

494

Organizations

40

Software value

$1.1M

Hugging Face Hub

The official Python client for the Huggingface Hub.

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