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base_temperature about supcontrast HOT 4 CLOSED

hobbitlong avatar hobbitlong commented on August 15, 2024
base_temperature

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Comments (4)

Ywandung-Lyou avatar Ywandung-Lyou commented on August 15, 2024 2

Should it be a sensitive hyper-parameter that should be fine-tuned carefully on the dataset?

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HobbitLong avatar HobbitLong commented on August 15, 2024

It just scales up the loss, you can ignore it or use 1 as you like.

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FraCorti avatar FraCorti commented on August 15, 2024

Should it be a sensitive hyper-parameter that should be fine-tuned carefully on the dataset?

This is something that I'm also struggling to understand. Did you understand if it should be fine-tuned or not?

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KaiChen1998 avatar KaiChen1998 commented on August 15, 2024

Should it be a sensitive hyper-parameter that should be fine-tuned carefully on the dataset?

This is something that I'm also struggling to understand. Did you understand if it should be fine-tuned or not?

@HobbitLong @zlapp
By dividing self.temperature first, and then times (self.temperature / self.base_temperature), it seems like self.temperature is useless and the actual temperature is always self.base_temperature, which is always 0.07, different from the default temperature 0.1 according to the README file?

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