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Checkpoint for each dataset #8

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ByteLemon opened this issue Sep 24, 2024 · 1 comment
Open

Checkpoint for each dataset #8

ByteLemon opened this issue Sep 24, 2024 · 1 comment

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@ByteLemon
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Thanks for your wonderful work. Would you be able to share the trained checkpoints for each dataset?

@ByteLemon ByteLemon changed the title Checkpoint for each datasets Checkpoint for each dataset Sep 24, 2024
@vimar-gu
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Thanks for the interest in this work. However, I currently don't have sufficient cloud space to upload these checkpoints.

The fine-tuning process is quite straightfoward and fast. It takes less than 1h in a 4090 GPU. For larger datasets, you need to separate the datasets into multiple 20-class subsets, and fine-tune an individual model on the subset. Tbh, our lab's GPU resource is quite limited, which restricted the fine-tuning parameter setting. If you have sufficient resource, by tuning the hyper-parameters it can easily achieve better results.

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