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* Refactor: Move zero-shot percentage calculation to the end of summary table creation which only apply to RTEB table. * Update RTEB benchmark name from "RTEB(beta)" to "RTEB" for consistency in display. * feat - RTEB(beta) * feat - remove Zero-shot --------- Co-authored-by: ethan <smiletoye@gmail.com>
* model: Add ReasonIR * Update mteb/models/reasonir_model.py Co-authored-by: Roman Solomatin <samoed.roman@gmail.com> * Update mteb/models/reasonir_model.py Co-authored-by: Roman Solomatin <samoed.roman@gmail.com> * update n_parameters of ReasonIR Co-authored-by: Niklas <n.muennighoff@gmail.com> --------- Co-authored-by: Roman Solomatin <samoed.roman@gmail.com> Co-authored-by: Niklas <n.muennighoff@gmail.com>
Currently we pin 3 columns, this makes it hard or impossible to view on phones. The 3rd column is also no longer garuanteed as RTEB leaderboard does not use the zero-shot column
* fix: Only pin model name and rank Currently we pin 3 columns, this makes it hard or impossible to view on phones. The 3rd column is also no longer garuanteed as RTEB leaderboard does not use the zero-shot column * fix: resolve flash-attention dependency issue This has been tested and works. fixed Resolve flash-attention dependency issues Fixes #3240
* Retry and token counting in Cohere models * Retry and token counting in Cohere models * Retry and token counting in Cohere models --------- Co-authored-by: Roman Solomatin <36135455+Samoed@users.noreply.github.com>
* sort by mean task type and use pure rank for MIEB LBs * lint * rename task type column for readability
* add prompt for MIRACLRetrievalHardNegatives * add `MIRACLRetrievalHardNegatives.v2` * Update mteb/tasks/Retrieval/multilingual/MIRACLRetrieval.py Co-authored-by: Kenneth Enevoldsen <kenevoldsen@pm.me> * move common metadata to dict --------- Co-authored-by: Roman Solomatin <samoed.roman@gmail.com> Co-authored-by: Kenneth Enevoldsen <kenevoldsen@pm.me>
* Add en code retriever model * fix model_name * Update mteb/models/en_code_retriever.py Co-authored-by: Roman Solomatin <samoed.roman@gmail.com> * correct lint --------- Co-authored-by: Roman Solomatin <samoed.roman@gmail.com>
# Conflicts: # mteb/benchmarks/benchmarks/benchmarks.py # mteb/evaluation/evaluators/RegressionEvaluator.py # mteb/leaderboard/app.py # mteb/models/model_implementations/cohere_models.py # mteb/models/model_implementations/cohere_v.py # mteb/models/overview.py # mteb/tasks/Classification/__init__.py # mteb/tasks/Classification/svk/__init__.py # mteb/tasks/Retrieval/multilingual/MIRACLRetrieval.py # pyproject.toml # tests/test_benchmark/mock_tasks.py
KennethEnevoldsen
approved these changes
Oct 11, 2025
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