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About the weights of original CLIP layer #8

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LLFabiann opened this issue Jul 28, 2023 · 1 comment
Open

About the weights of original CLIP layer #8

LLFabiann opened this issue Jul 28, 2023 · 1 comment

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@LLFabiann
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Are the weights of original CLIP layer always frozen during the whole training process?
@farewellthree
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No, the original CLIP layers are open. Ablation shows freezing CLIP leads to inferior results (but still owns obvious performance over baseline). To my best knowledge, there are no video-text retrieval models freezing CLIP, hence, we have to open CLIP for fair comparison.

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@farewellthree @LLFabiann