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Hydra-based application is claimed to improve genomic prediction performance

A commenter says their small-scale DNA modeling found evidence that Mamba was better than Transformers and convolutions.

Albert GuAG
1 Source, 29m ago, first seen 29m ago

TLDR

A commenter highlights an application built on Hydra, which they describe as bidirectional Mamba. They say a bio group's paper shows it allows modeling at higher nucleotide resolution and improves performance on various genomic prediction tasks. They also say their own small-scale DNA modeling found evidence that Mamba was better than Transformers and convolutions.

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1.1K

1 Source, first seen 29m ago

21 likes1 comments2 saves2 reposts

Combined views

1.1K

1 Source, first seen 29m ago

21 likes1 comments2 saves2 reposts

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1 Source

Albert Gu@_albertgureally excited to see an application built on top of Hydra (bidirectional Mamba https://arxiv.org/abs/2407.09941)! at small scales we had done some DNA language modeling and found evidence that Mamba is better than Transformers and convolutions; this paper from a serious bio group shows that it allows modeling at higher nucleotide resolution and improves performance on various genomic prediction tasks29m
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    1 Source

    Albert Gu@_albertgureally excited to see an application built on top of Hydra (bidirectional Mamba https://arxiv.org/abs/2407.09941)! at small scales we had done some DNA language modeling and found evidence that Mamba is better than Transformers and convolutions; this paper from a serious bio group shows that it allows modeling at higher nucleotide resolution and improves performance on various genomic prediction tasks29m
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