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Add Virchow-SPECTRA encoder - #19

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PierreMarza merged 3 commits into
MICS-Lab:mainfrom
MedARC-AI:codex/add-virchow-spectra
Nov 2, 2026
Merged

PierreMarza merged 3 commits into
MICS-Lab:mainfrom
MedARC-AI:codex/add-virchow-spectra

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@PaulScotti

@PaulScotti PaulScotti commented Oct 24, 2026 •

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Adds Virchow-SPECTRA from MedARC and Sophont as virchow_spectra.

Loads the complete merged weights with the model card's preprocessing. Classification uses 2,560-dimensional concatenated CLS and mean-pooled patch features; segmentation uses 1,280-dimensional patch features, excluding the CLS token.

Evaluate with the standard THUNDER workflow:

thunder download-models virchow_spectra
sbatch scripts/benchmark_all_tasks.sh virchow_spectra

Validated the released checkpoint offline in FP32 with timm 1.0.20: preprocessing, pooled and dense embeddings, and nonzero input gradients.

@PaulScotti
PaulScotti marked this pull request as ready for review October 24, 2026 16:48
@PierreMarza
PierreMarza merged commit 6bd4aff into MICS-Lab:main Nov 2, 2026
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2 participants