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Are the downloadable finetuned weights for secondary structure prediction intra- or inter-familty trained? #16

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shanry opened this issue Feb 24, 2025 · 1 comment

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@shanry
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shanry commented Feb 24, 2025

I noticed that the the split in the archiveII dataset (fam-fold) is intra-family based. However, the paper claims that the fine-tuning on archiveII used an inter-family split.

Could the author clarify a bit about how the downloadable weights are fine-tuned?

@RJPenic
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RJPenic commented Feb 24, 2025

Hello 😄,
As stated in the paper: "The dataset of 3865 RNAs from nine families was split nine times, and in each split, a different family was held out for evaluation while the other eight families were used for training and validation."

I just tried out weights that were used for SRP family evaluation and results are as expected. Are you sure you are using the right weights? File rinalmo_giga_ss_archiveII-srp_ft.pt contains weights of the model trained (and validated) with all families except SRP.

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