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A foundation model for mass spectrometry

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Iona

Iona is a transformer foundation model for tandem mass spectra (MS/MS). Each centroided peak is a token, and attention is biased by the m/z difference between every pair of peaks.

Model weights

Base weights

Model Weights
iona-base-25m https://anonymous-hf.com/a/z6u85kwe7lca/
iona-base-50m https://anonymous-hf.com/a/62zrxaphrn9l/
iona-base-100m https://anonymous-hf.com/a/oye56ejrifj2/
iona-base-200m https://anonymous-hf.com/a/bzjg2q0sldh2/
iona-base-400m https://anonymous-hf.com/a/zt15jot0z4j5/

Denoising weights

Model Weights
iona-denoise-50m https://anonymous-hf.com/a/okz7mkmprv9c/
iona-denoise-100m https://anonymous-hf.com/a/wo8iy10zz0b0/
iona-denoise-200m https://anonymous-hf.com/a/s45ryj496v0h/
iona-denoise-400m https://anonymous-hf.com/a/0zflp5r5t0va/

Contrastive weights

Model Weights
iona-contrastive-50m https://anonymous-hf.com/a/us7v8ygzdb5u/
iona-contrastive-400m https://anonymous-hf.com/a/okrgczwxmuk6/

Peptide embedder

Model Weights
iona-peptide-embedder-400m https://anonymous-hf.com/a/4ilud8sqip5n/

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A foundation model for mass spectrometry

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