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[GH-ISSUE #403] How to only fine-tune the image encoder? #345

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opened 2026-10-31 21:14:08 +00:00 by bsakaguchi · 3 comments
bsakaguchi commented 2026-10-31 21:14:08 +00:00
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Originally created by @GA-17a on GitHub (Nov 17, 2023).
Original GitHub issue: https://github.com/openai/CLIP/issues/403

When I want to feed only the parameters of the image encoder (self.model.encode_image.parameters()) into the optimizer, it shows that "AttributeError: 'function' object has no attribute 'parameters'". It's ok for "self.model.parameters()".

Anyone knows how to solve this problem?

Originally created by @GA-17a on GitHub (Nov 17, 2023). Original GitHub issue: https://github.com/openai/CLIP/issues/403 When I want to feed only the parameters of the image encoder (self.model.encode_image.parameters()) into the optimizer, it shows that "AttributeError: 'function' object has no attribute 'parameters'". It's ok for "self.model.parameters()". Anyone knows how to solve this problem?
bsakaguchi commented 2026-10-31 21:14:10 +00:00
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@Danny-1-8 commented on GitHub (Nov 27, 2023):

man,cause that's a function not A module,try with the "self.model.visual"

<!-- gh-comment-id:1827606075 --> @Danny-1-8 commented on GitHub (Nov 27, 2023): man,cause that's a function not A module,try with the "self.model.visual"
bsakaguchi commented 2026-10-31 21:14:10 +00:00
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@GA-17a commented on GitHub (Nov 27, 2023):

man,cause that's a function not A module,try with the "self.model.visual"
It has been solved in the same way, thank you.

<!-- gh-comment-id:1827629682 --> @GA-17a commented on GitHub (Nov 27, 2023): > man,cause that's a function not A module,try with the "self.model.visual" It has been solved in the same way, thank you.
bsakaguchi commented 2026-10-31 21:14:10 +00:00
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@Dinosaurcubs commented on GitHub (Dec 25, 2023):

When I want to feed only the parameters of the image encoder (self.model.encode_image.parameters()) into the optimizer, it shows that "AttributeError: 'function' object has no attribute 'parameters'". It's ok for "self.model.parameters()".

Anyone knows how to solve this problem?

I met the same question,bro. Could u please help me about the solution you took

<!-- gh-comment-id:1868768188 --> @Dinosaurcubs commented on GitHub (Dec 25, 2023): > When I want to feed only the parameters of the image encoder (self.model.encode_image.parameters()) into the optimizer, it shows that "AttributeError: 'function' object has no attribute 'parameters'". It's ok for "self.model.parameters()". > > Anyone knows how to solve this problem? I met the same question,bro. Could u please help me about the solution you took
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