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Show HN: GUIs for Faster ML Prototyping and Sharing

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Re: Show HN: GUIs for Faster ML Prototyping and Sharing

#5

Post by cschneid »

This is cool, I am playing around with ML myself, and was just looking for a lightweight way to get dynamic input to models. The minst handwriting demo in the readme is almost exactly what I wanted.

I have no idea what the architecture is, but it would be really cool to have this dynamic interface play nice with VSCode's notebook (jupyter) functionality, so I can add dynamic inputs right inline with the rest of the code.

Re: Show HN: GUIs for Faster ML Prototyping and Sharing

#6

Post by sirpunch »

aliabd wrote: post #2

Would love some feedback! What additional interfaces or functionality would you like to see here?

Excellent work, OP! It'd be great to have one setup for gpt-n demos. Something like a textfield where user types a prompt and a sidebar where sentence suggestions are populated every time users presses tab key. A suggested sentence could be inserted into the textfield by clicking on it in the sidebar.

Re: Show HN: GUIs for Faster ML Prototyping and Sharing

#7

Post by cdipaolo »

Okay:

1. This is awesome. Seriously, I will use this the next time I'm prototyping an image or text model.

2. Is there a way to entirely disable telemetry? I could imagine wanting to use this for models within a company that use sensitive data, etc., but wouldn't want to or be able to use it if the model interface was published either to gradio's internal APIs or to some sharable link that wasn't on a corporate network.

Re: Show HN: GUIs for Faster ML Prototyping and Sharing

#8

Post by aliabd »

cschneid wrote: post #5

This is cool, I am playing around with ML myself, and was just looking for a lightweight way to get dynamic input to models. The minst handwriting demo in the readme is almost exactly what I wanted. I have no idea what the architecture is, but it would be really cool to have this dynamic interface play nice with VSCode's notebook (jupyter) functionality, so I can add dynamic inputs right inline with the rest of the c…

Thanks! We render inline on jupyter/colab. I'm not sure about VSCode, but it boils down to whether it can render iframe or not. Try saving one of the colabs (as a .ipynb) from https://gradio.app/ml_examples and passing inline=True to launch()?

I can also try it and let you know :)

Re: Show HN: GUIs for Faster ML Prototyping and Sharing

#9

Post by aliabd »

cdipaolo wrote: post #7

Okay: 1. This is awesome. Seriously, I will use this the next time I'm prototyping an image or text model. 2. Is there a way to entirely disable telemetry? I could imagine wanting to use this for models within a company that use sensitive data, etc., but wouldn't want to or be able to use it if the model interface was published either to gradio's internal APIs or to some sharable link that wasn't on a corporate netwo…

1. Thanks, would love to see what you build :)

2. By default, we only create a localhost link, no share link is created (with the exception of colab as we cannot access localhost there). You can then use that to set up port forwarding etc. Let me know if this answers your question?

Re: Show HN: GUIs for Faster ML Prototyping and Sharing

#10

Post by aliabd »

sirpunch wrote: post #6
aliabd wrote: post #2

Would love some feedback! What additional interfaces or functionality would you like to see here?

Excellent work, OP! It'd be great to have one setup for gpt-n demos. Something like a textfield where user types a prompt and a sidebar where sentence suggestions are populated every time users presses tab key. A suggested sentence could be inserted into the textfield by clicking on it in the sidebar.

Thanks!

That's a great idea, fyi we have a gpt-2 colab demo up, but the interface could be better I agree https://colab.research.google.com/drive/1o_-QIR8yVphfnbNZGYe...

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