2.19.1

2.19.1 (2026-08-14)

Fix

• fix: Add support for more metrics in ZeroShot classification (#5179)

• Add more zeroshot metrics

• remove

• add test for metrics

• fix typing

• fix tests

• don't convert to tensor/array explicitly (f414a06)

Unknown

• citation: credit the MorisienMTBitextMining task construction (#5195)

The task's bibtex_citation listed only the upstream MorisienMT data paper, so
users of the task had no citation path to the work that built the MTEB task
itself. Adds the Zenodo record for morisien-embed alongside it; the data
citation is unchanged. (35cca9a)