2.1.18

2.1.18 (2025-11-24)

Fix

• fix: Correcting the cohere lstrip bug in cohere (#3610)

• Correcting the cohere lstrip bug

• Update mteb/models/model_implementations/cohere_models.py

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

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Co-authored-by: Roman Solomatin <samoed.roman@gmail.com> (398b31b)

Unknown

• add note for BUCC tasks about using train split (#3609)

add note for BUCC tasks about using train split; (3af54eb)

• add missing citation for Vietnamese retrieval datasets (#3608)

• add missing citation

• Update mteb/tasks/retrieval/vie/green_node_table_markdown_retrieval.py

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

• remove editors for now

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Co-authored-by: Roman Solomatin <samoed.roman@gmail.com> (027bc17)

• tests: Add tests for dataset quality (#3603)

• tests: Add test to prevent low-quality tasks

This tests ensures a minimum quality of task for future submissions

Currently it tests for:

• text duplicates
• train test leakage
• too short documents

I suspect we can likely add many more tests to this in future PRs

• collect all errors before raising

• Update tests/test_tasks/test_task_quality.py

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

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Co-authored-by: Roman Solomatin <samoed.roman@gmail.com> (9b898ea)

• model: Add model2vecdk models (#3600)

• model: Add model2vecdk models

• Apply suggestions from code review (300418d)

• model: Remove flash_attn for Tarka (#3599) (7f4bcbb)