How to upload a PyTorch model with Giskard?

Question

How to upload a PyTorch model with Giskard?

Closed this issue a year ago · 11 comments

jmsquare commented 2 years ago

Answer 1 · 2022-11-21T15:27:25.000Z

Hi 👋, I'm interested in this topic

Answer 2 · 2022-11-24T09:32:53.000Z

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

Answer 3 · 2022-11-24T22:48:40.000Z

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

Answer 4 · 2022-11-25T09:55:14.000Z

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

Answer 5 · 2023-01-03T00:59:01.000Z

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

Answer 6 · 2023-01-03T12:27:28.000Z

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 :

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Here is an update on the article: https://docs.google.com/document/d/15c5pdTNPg85UO1tWF4QHZrr0pBt5k3P5RXHF24w6sAU/edit# — Reply to this email directly, view it on GitHub <#38 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/ADM5N34WGDXMNTLR46QRRJ3WQN2WBANCNFSM6AAAAAASAFY7BY> . You are receiving this because you were mentioned.Message ID: ***@***.***>

Answer 7 · 2023-01-03T22:37:33.000Z

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

Answer 8 · 2023-01-04T00:36:58.000Z

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 :

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I have updated the code in the docs to show it. — Reply to this email directly, view it on GitHub <#38 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/ADM5N3Y5QP67RSODS6EG7OLWQSS3RANCNFSM6AAAAAASAFY7BY> . You are receiving this because you were mentioned.Message ID: ***@***.***>

Answer 9 · 2023-01-06T02:13:39.000Z

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

Answer 10 · 2023-01-06T15:43:26.000Z

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

Answer 11 · 2023-04-28T10:15:28.000Z

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

Thanks @fakela for your great contribution!