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[GH-ISSUE #378] Make a smaller ModifiedResnet model #324

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opened 2026-10-31 21:13:51 +00:00 by bsakaguchi · 0 comments
bsakaguchi commented 2026-10-31 21:13:51 +00:00
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Originally created by @justlike-prog on GitHub (Jul 18, 2023).
Original GitHub issue: https://github.com/openai/CLIP/issues/378

Hi,

The R50 image encoder is around 250MB in size. Was anyone here able to reduce the size drastically (to around 20MB)? I was thinking about doing knowledge distillation with a student model that has also ModifiedResnet architecture, but with fewer layers, filters and so on.

Any ideas and experiences are welcome :)

Originally created by @justlike-prog on GitHub (Jul 18, 2023). Original GitHub issue: https://github.com/openai/CLIP/issues/378 Hi, The R50 image encoder is around 250MB in size. Was anyone here able to reduce the size drastically (to around 20MB)? I was thinking about doing knowledge distillation with a student model that has also ModifiedResnet architecture, but with fewer layers, filters and so on. Any ideas and experiences are welcome :)
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