1.25.0

1.25.0 (2024-12-14)

Feature

• feat: Add ColBert (#1563)

• feat: add max_sim operator for IR tasks to support multi-vector models

• docs: add doc for Model2VecWrapper.init(...)

• feat: add ColBERTWrapper to models & add ColBERTv2

• fix: resolve issues

• fix: resolve issues

• Update README.md

Co-authored-by: Roman Solomatin <samoed.roman@gmail.com>

• Update README.md

Co-authored-by: Isaac Chung <chungisaac1217@gmail.com>

• Update README.md

Co-authored-by: Isaac Chung <chungisaac1217@gmail.com>

• Update mteb/evaluation/evaluators/RetrievalEvaluator.py

Co-authored-by: Isaac Chung <chungisaac1217@gmail.com>

• Update README.md

Co-authored-by: Isaac Chung <chungisaac1217@gmail.com>

• README.md: rm subset

• doc: update example for Late Interaction

• get colbert running without errors

• fix: pass is_query to pylate

• fix: max_sim add pad_sequence

• feat: integrate Jinja templates for ColBERTv2 and add model prompt handling

• feat: add revision & prompt_name

• doc: pad_sequence

• rm TODO jina colbert v2

• doc: warning: higher resource usage for MaxSim

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Co-authored-by: sam021313 <40773225+sam021313@users.noreply.github.com>
Co-authored-by: Roman Solomatin <samoed.roman@gmail.com>
Co-authored-by: Isaac Chung <chungisaac1217@gmail.com> (fdfdaef)