Add BioCLIP 2.5 Embeddings

#9
by netzhang - opened
HDR Imageomics Institute org
edited 3 days ago

This PR adds a new full-corpus config
bioclip-2.5-vith14_float16: BioCLIP 2.5 Huge (ViT-H/14) image embeddings for all 233,055,986 TreeOfLife-200M (Revision 94bbc0b) images.

Changes included

  • bioclip-2.5-vith14_float16/: 933 parquet files (~457 GB), 1024-d float16 embeddings, L2-normalized
  • Dataset card update: config metadata, a Normalized column in the Configs table, and normalization notes

The parquets is row-aligned 1:1 with bioclip-2_float16: identical UUID set, identical global taxonomic sort. The same uuid occupies the same position in both configs.

Embeddings are unit vectors (dot product = cosine similarity). This differs from bioclip-2_float16, which is un-normalized; documented in the card.

netzhang changed pull request title from add_bioclip_2_5_embeddings to Add BioCLIP 2.5 Embeddings
HDR Imageomics Institute org

@netzhang , looks good :)

netzhang changed pull request status to open
netzhang changed pull request status to merged
egrace479 deleted the refs/pr/9 ref

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