add web demo/model to Huggingface

[AK391]

Hi, would you be interested in adding DaGAN to Hugging Face? The Hub offers free hosting, and it would make your work more accessible and visible to the rest of the ML community. Models/datasets/spaces(web demos) can be added to a user account or organization similar to github.

Example from other organizations: Keras: https://huggingface.co/keras-io Microsoft: https://huggingface.co/microsoft Facebook: https://huggingface.co/facebook

Example spaces with repos: github: https://github.com/salesforce/BLIP Spaces: https://huggingface.co/spaces/salesforce/BLIP

github: https://github.com/facebookresearch/omnivore Spaces: https://huggingface.co/spaces/akhaliq/omnivore

and here are guides for adding spaces/models/datasets to your org

How to add a Space: https://huggingface.co/blog/gradio-spaces how to add models: https://huggingface.co/docs/hub/adding-a-model uploading a dataset: https://huggingface.co/docs/datasets/upload_dataset.html

Please let us know if you would be interested and if you have any questions, we can also help with the technical implementation.

[harlanhong]

That's awesome, thanks, I will Integrate DaGAN into Huggingface Spaces in near future.

[harlanhong]

Hi @AK391 ,

The Hugging Face is a great platform for us to present our project. However, I met a problem when deploying my code on it, It seems quite simple for you experienced guys:

Could you help me with this problem?

[AK391]

@harlanhong Hi, it looks like the requirements.txt file is missing so similar to github you can add a requirements.txt file to spaces https://github.com/harlanhong/CVPR2022-DaGAN/blob/master/requirements.txt

[harlanhong]

@harlanhong Hi, it looks like the requirements.txt file is missing so similar to github you can add a requirements.txt file to spaces https://github.com/harlanhong/CVPR2022-DaGAN/blob/master/requirements.txt

Thanks, it works. I will share the space link with you soon.

[harlanhong]

How to use GPU in spaces. I can now run my code on it but it cost too much time when using the CPU. When I load my model on GPU, an error will occur:

[AK391]

@harlanhong Hi, from the spaces docs: https://huggingface.co/docs/hub/spaces

Each Spaces environment is limited to 16GB RAM and 8 CPU cores. Organization subscribers (Lab, Startup, and Enterprise) can access Spaces with one T4 GPU on a case-by-case basis. Please email us at website at huggingface.co or let us know on Twitter if you need one.

I can also send a request to assign a gpu for this space

[harlanhong]

@harlanhong Hi, from the spaces docs: https://huggingface.co/docs/hub/spaces

Each Spaces environment is limited to 16GB RAM and 8 CPU cores. Organization subscribers (Lab, Startup, and Enterprise) can access Spaces with one T4 GPU on a case-by-case basis. Please email us at website at huggingface.co or let us know on Twitter if you need one.

I can also send a request to assign a gpu for this space

Many thanks.

[osanseviero]

Hey there! :wave: We opened an internal PR to provide a temporal GPU, we'll let you know once it's deployed.

[AK391]

thanks @osanseviero also @harlanhong huggingface can also host models for free, so the pretrained checkpoints in one drive for example can be added to the huggingface model hub under your username or a organization name, more details here: https://huggingface.co/docs/hub/adding-a-model

[osanseviero]

This Space has GPU now! :rocket: :rocket:

[AK391]

thanks @osanseviero, was testing out the space, still seem to be taking some time, 200 seconds so far with one of the examples and the output is not showing @harlanhong

[osanseviero]

The demo is currently running demo_dagan script every inference call, which means the model is reloaded every time and this is what might be making things slow.

[harlanhong]

The demo is currently running demo_dagan script every inference call, which means the model is reloaded every time and this is what might be making things slow.

Oh, I see. Thanks for your reminder.

[harlanhong]

thanks @osanseviero, was testing out the space, still seem to be taking some time, 200 seconds so far with one of the examples and the output is not showing @harlanhong

Hi @AK391, I have modified my code to load everything before launching, but when I test it I get an error, however, the log file doesn't report anything about that error.

[AK391]

@harlanhong sorry for the late response, are you still getting this error and how long is inference taking on the gpu space?

[AK391]

@harlanhong currently its running over 600 seconds

[AK391]

@harlanhong any update on this?

[NimaBoscarino]

Hi @harlanhong! Would you be interested in making the checkpoint available on the Hub as a model repo? It would make it easy for our community to find your model and you could attach some tags and documentation to it, like this model: https://huggingface.co/bert-base-uncased

There's documentation on how to do this, but I'm also happy to take it on or help out!