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](/xla/release/1.6/index.html)

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  * [ GitHub ](https://github.com/pytorch/pytorch)
  * X 

#  PyTorch  
Hub

Discover and publish models to a pre-trained model repository designed for
research exploration.  
Check out the models for  Researchers  , or learn [ How It Works
](https://pytorch.org/docs/stable/hub.html) .

[ Contribute Models
](https://github.com/pytorch/hub/blob/master/docs/template.md)

*This is a beta release - we will be collecting feedback and improving the PyTorch Hub over the coming months. 

###  For Researchers —

###  Explore and extend models  
from the latest  
cutting edge research

All

Audio

Generative

Nlp

Scriptable

Vision

Sort ![](/assets/images/filter-arrow.svg)

  * GitHub Stars - Lowest 
  * GitHub Stars - Highest 

X

* * *

[

  * HybridNets 
  *   * ![](/assets/images/logo-github.svg)
  *   * 
HybridNets - End2End Perception Network  ![](/assets/images/hybridnets.jpg)
](/hub/datvuthanh_hybridnets/)

[

  * 3D ResNet 
  *   * ![](/assets/images/logo-github.svg)
  *   * 
Resnet Style Video classification networks pretrained on the Kinetics 400
dataset  ![](/assets/images/slowfast.png)
](/hub/facebookresearch_pytorchvideo_resnet/)

[

  * SlowFast 
  *   * ![](/assets/images/logo-github.svg)
  *   * 
SlowFast networks pretrained on the Kinetics 400 dataset
![](/assets/images/slowfast.png)
](/hub/facebookresearch_pytorchvideo_slowfast/)

[

  * X3D 
  *   * ![](/assets/images/logo-github.svg)
  *   * 
X3D networks pretrained on the Kinetics 400 dataset
![](/assets/images/x3d.png) ](/hub/facebookresearch_pytorchvideo_x3d/)

[

  * YOLOP 
  *   * ![](/assets/images/logo-github.svg)
  *   * 
YOLOP pretrained on the BDD100K dataset  ![](/assets/images/yolop.png)
](/hub/hustvl_yolop/)

[

  * MiDaS 
  *   * ![](/assets/images/logo-github.svg)
  *   * 
MiDaS models for computing relative depth from a single image.
![](/assets/images/intel-logo.png) ](/hub/intelisl_midas_v2/)

[

  * ntsnet 
  *   * ![](/assets/images/logo-github.svg)
  *   * 
classify birds using this fine-grained image classifier
![](/assets/images/Cub200Dataset.png) ](/hub/nicolalandro_ntsnet-
cub200_ntsnet/)

[

  * FastPitch 2 
  *   * ![](/assets/images/logo-github.svg)
  *   * 
The FastPitch model for generating mel spectrograms from text
![](/assets/images/nvidia_logo.png)
](/hub/nvidia_deeplearningexamples_fastpitch/)

[

  * GPUNet 
  *   * ![](/assets/images/logo-github.svg)
  *   * 
GPUNet is a new family of Convolutional Neural Networks designed to max out
the performance of NVIDIA GPU and TensorRT.
![](/assets/images/nvidia_logo.png)
](/hub/nvidia_d