Mteb

Latest version: v1.36.22

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1.29.2

Documentation

* docs: Add contact to MMTEB benchmarks (1796)

* Add myself to MMTEB benchmarks
* lint ([`e9e9118`](https://github.com/embeddings-benchmark/mteb/commit/e9e9118b9bf6cbda678c70d6776a8f290833eff3))

Fix

* fix: loading pre 11 (1798)

* fix loading pre 11

* add similarity

* lint

* run all task types ([`94103e6`](https://github.com/embeddings-benchmark/mteb/commit/94103e6a2e8156678c3858045286cbd50b5d49c5))

1.29.1

Fix

* fix: Added C-MTEB (1786)

Added C-MTEB ([`3ba7e22`](https://github.com/embeddings-benchmark/mteb/commit/3ba7e22d52320166ec003cbd04c5f09bc0eefe24))

1.29.0

Ci

* ci: fix model loading test (1775)

* pass base branch into the make command as an arg

* test a file that has custom wrapper

* what about overview

* just dont check overview

* revert instance check

* explicitly omit overview and init

* remove test change

* try on a lot of models

* revert test model file

---------

Co-authored-by: Isaac Chung <isaac.chungteam.wrike.com> ([`9b117a8`](https://github.com/embeddings-benchmark/mteb/commit/9b117a8245a8c56470d99b8ca3d6b2f6b6819dd8))

Feature

* feat: Update task filtering, fixing bug which included cross-lingual tasks in overly many benchmarks (1787)

* feat: Update task filtering, fixing bug on MTEB

- Updated task filtering adding exclusive_language_filter and hf_subset
- fix bug in MTEB where cross-lingual splits were included
- added missing language filtering to MTEB(europe, beta) and MTEB(indic, beta)

The following code outlines the problems:

py
import mteb
from mteb.benchmarks import MTEB_ENG_CLASSIC

task = [t for t in MTEB_ENG_CLASSIC.tasks if t.metadata.name == &34;STS22&34;][0]
was eq. to:
task = mteb.get_task(&34;STS22&34;, languages=[&34;eng&34;])
task.hf_subsets
correct filtering to English datasets:
[&39;en&39;, &39;de-en&39;, &39;es-en&39;, &39;pl-en&39;, &39;zh-en&39;]
However it should be:
[&39;en&39;]

with the changes it is:
task = [t for t in MTEB_ENG_CLASSIC.tasks if t.metadata.name == &34;STS22&34;][0]
task.hf_subsets
[&39;en&39;]
eq. to
task = mteb.get_task(&34;STS22&34;, hf_subsets=[&34;en&34;])
which you can also obtain using the exclusive_language_filter (though not if there was multiple english splits):
task = mteb.get_task(&34;STS22&34;, languages=[&34;eng&34;], exclusive_language_filter=True)


* format

* remove &34;en-ext&34; from AmazonCounterfactualClassification

* fixed mteb(deu)

* fix: simplify in a few areas ([`4a70e5d`](https://github.com/embeddings-benchmark/mteb/commit/4a70e5d8996a341097c81782b463b1822f9708fe))

1.28.7

Ci

* ci: skip AfriSentiLID for now (1785)

* skip AfriSentiLID for now

* skip relevant test case instead

---------

Co-authored-by: Isaac Chung <isaac.chungteam.wrike.com> ([`71dbd61`](https://github.com/embeddings-benchmark/mteb/commit/71dbd61c2b1b82e3d19ed0a4914f59886d4f0007))

Fix

* fix: update max tokens for OpenAI (1772)

update max tokens ([`0c5c3a5`](https://github.com/embeddings-benchmark/mteb/commit/0c5c3a544bea7dcb4c6e6d75d612638171cf0332))

1.28.6

Fix

* fix: added annotations for training data (1742)

* fix: Added annotations for arctic embed models

* added google and bge

* added cohere

* Added e5

* added bge based model2vec

* annotated oAI

* format and update annotations ([`3f093c8`](https://github.com/embeddings-benchmark/mteb/commit/3f093c86a5e4bccd31e8a9ed860d1a33bd64b391))

1.28.5

Fix

* fix: Leaderboard: `K` instead of `M` (1761)

Fixes 1752 ([`972463e`](https://github.com/embeddings-benchmark/mteb/commit/972463e818b411609c4c60c070377e75c2987b4c))

Unknown

* other: add script for leaderboard compare (1758)

* add script

* remove changes

* remove changes

* add comment

* lint

* order like in benchmark object

* round results ([`8bc80aa`](https://github.com/embeddings-benchmark/mteb/commit/8bc80aa360cc40ce8fbdc209c609919272abf870))

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