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[GH-ISSUE #266] training curve of CLIP #232

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opened 2026-10-31 21:12:46 +00:00 by bsakaguchi · 1 comment
bsakaguchi commented 2026-10-31 21:12:46 +00:00
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Originally created by @bladewaltz1 on GitHub (Jul 12, 2022).
Original GitHub issue: https://github.com/openai/CLIP/issues/266

Hi, thanks for the great work!

I am trying to train a CLIP model on 1M image-text pairs with a batch size of 1920, and the training loss converges to around 3 after 50 epochs. I am wondering if this is a normal behavior? I would be really appreciated if you can provide me the training loss curve of the original CLIP model, or at least let me know the final loss value of the CLIP model.

Thank you very much!

Originally created by @bladewaltz1 on GitHub (Jul 12, 2022). Original GitHub issue: https://github.com/openai/CLIP/issues/266 Hi, thanks for the great work! I am trying to train a CLIP model on 1M image-text pairs with a batch size of 1920, and the training loss converges to around 3 after 50 epochs. I am wondering if this is a normal behavior? I would be really appreciated if you can provide me the training loss curve of the original CLIP model, or at least let me know the final loss value of the CLIP model. Thank you very much!
bsakaguchi commented 2026-10-31 21:12:47 +00:00
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@krishanrana commented on GitHub (Jan 19, 2023):

I am having a similar issue and not sure if i should keep letting it train for longer as it there seems to still be a slow downward trend?

<!-- gh-comment-id:1396510227 --> @krishanrana commented on GitHub (Jan 19, 2023): I am having a similar issue and not sure if i should keep letting it train for longer as it there seems to still be a slow downward trend?
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