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How to upload a PyTorch model with Giskard? #38

Closed jmsquare closed 1 year ago

fakela commented 1 year ago

Hi 👋, I'm interested in this topic

alexcombessie commented 1 year ago

Awesome! @jmsquare did you have an idea of a dataset / use case?

fakela commented 1 year ago

Awesome! @jmsquare did you have an idea of a dataset / use case?

That would be great, if you have any idea of a dataset I could use for the tutorial

jmsquare commented 1 year ago

Hi @fakela, yes I'll send it to you!

fakela commented 1 year ago

Here is an update on the article: https://docs.google.com/document/d/15c5pdTNPg85UO1tWF4QHZrr0pBt5k3P5RXHF24w6sAU/edit#

jmsquare commented 1 year ago

Thank you very much Flavour for this great work !

Can you tell me where you define the def function "prediction_function" that you uploaded in Giskard (your last code snippet on the Fine-tuned model)

Thanks !

Le mar. 3 janv. 2023, 1:59 AM, Favour Kelvin @.***> a écrit :

Here is an update on the article: https://docs.google.com/document/d/15c5pdTNPg85UO1tWF4QHZrr0pBt5k3P5RXHF24w6sAU/edit#

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fakela commented 1 year ago

I have updated the code in the docs to show it.

jmsquare commented 1 year ago

Thank you!

Can you send me the colab link so that I can check if the model uploads to Giskard.

This is a very good work!

Le mar. 3 janv. 2023, 11:37 PM, Favour Kelvin @.***> a écrit :

I have updated the code in the docs to show it.

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fakela commented 1 year ago

I made changes to the model I used initially, I have updated the docs to show that change.

Also here is a colab notebook: https://colab.research.google.com/drive/1IxEHrCHuvHKbbFIYKu1ZVt8rlTrLPVkg?usp=sharing

fakela commented 1 year ago

@jmsquare do let me know if you have further questions. Thanks

alexcombessie commented 1 year ago

Closed with https://www.giskard.ai/knowledge/how-to-evaluate-and-load-a-pytorch-model-with-giskard

Thanks @fakela for your great contribution!