Mteb

Fix

* fix: Add Model2vec (1546)

* Added Model2Vec wrapper

* Added Model2vec models

* Added model2vec models to registry

* Added model2vec as a dependency

* Ran linting

* Update mteb/models/model2vec_models.py

Co-authored-by: Kenneth Enevoldsen <kennethcenevoldsengmail.com>

* Update mteb/models/model2vec_models.py

Co-authored-by: Kenneth Enevoldsen <kennethcenevoldsengmail.com>

* Added adapted_from and superseeded_by to model2vec models.

* Added missing import

* Moved pyproject.toml to optional dependencies

* Fixed typos

* Added import error and changed model to model_name

* Added Numpy to frameworks

* Added Numpy to frameworks

* Corrected false info on model2vec models

* Replaced np.inf with maxint

* Update mteb/models/model2vec_models.py

Co-authored-by: Isaac Chung <chungisaac1217gmail.com>

* Added option to have infinite max tokens, added it to Model2vec

---------

Co-authored-by: Kenneth Enevoldsen <kennethcenevoldsengmail.com>
Co-authored-by: Isaac Chung <chungisaac1217gmail.com> ([`2ee8d44`](https://github.com/embeddings-benchmark/mteb/commit/2ee8d44e9ed994860ceae100fab186a209411f42))

Unknown

* Made result loading more permissive, changed eval splits for HotPotQA and DBPedia (1554)

* Removed train and dev from eval splits on HotpotQA

* Removed dev from eval splits on DBPedia

* Made task_results validation more permissive

* Readded exception in get_score

* Ran linting ([`2905813`](https://github.com/embeddings-benchmark/mteb/commit/29058133f8b0750ec0c66c48495c9028bd7e2616))

Fix

* fix: remove curev1 from multlingual (1552)

Seems like it was added here:
https://github.com/embeddings-benchmark/mteb/commit/1cc6c9e0fe62ca4e77708b641823fa1a121f048b ([`279a4ee`](https://github.com/embeddings-benchmark/mteb/commit/279a4ee5fb6cec07c2d4e85800e51c975fa5a45d))

Fix

* fix: Fixed metadata errors (1547) ([`a44a46c`](https://github.com/embeddings-benchmark/mteb/commit/a44a46c3541f4187e692e3a5dd81e3ec9ef9c4f3))

Fix

* fix: add sentence trimming to OpenAIWrapper (1526)

* fix: add sentence trimming to OpenAIWrapper

* fix: import tiktoken library inside encode function

* fix: check tokenizer library installed and update ModelMeta to pass tokenizer_name

* fix: pass tokenizer_name, max_tokens to loader

* fix: make tokenizer_name None for default

* fix: delete changes for ModelMeta

* fix: fix revision to 2 for OpenAI models

* fix: add docstring for OpenAIWrapper

* fix: lint

* feat: add openai optional dependency set

* fix: add sleep for too many requests

* fix: add lint

* fix: delete evaluate file ([`37fdfa1`](https://github.com/embeddings-benchmark/mteb/commit/37fdfa1e4ef3d4247589ee52adfb2374bf1ee8a5))

* fix: Added arctic models (1541)

1515 ([`df11c38`](https://github.com/embeddings-benchmark/mteb/commit/df11c382eb79d6d1b4e9b9a350a14524808f645f))

* fix: Added all-minilm-l12-v2 (1542)

1515 ([`97ab272`](https://github.com/embeddings-benchmark/mteb/commit/97ab2721e5bb73bcf5ed6352366ab333234532f7))

* fix: add nomic models (1543)

1515 ([`5013df8`](https://github.com/embeddings-benchmark/mteb/commit/5013df813621c179f08b5db52450ac9acd18514d))

Unknown

* Add cohere models (1538)

* fix: bug cohere names

* format ([`c2f4c26`](https://github.com/embeddings-benchmark/mteb/commit/c2f4c2649114380345115e338a63b26880dd4963))

Documentation

* docs: Add Model Meta parameters and metadata (1536)

* add multi_qa_MiniLM_L6_cos_v1 model meta
* add all_mpnet_base_v2
* add parameters to model meta
* make lint
* add extra params to meta ([`5fa7b7b`](https://github.com/embeddings-benchmark/mteb/commit/5fa7b7b1c450db2ff8a5402e38cce0046600b538))

Fix

* fix: add more model meta (jina, e5) (1537)

* add e5 model meta

* address review comments ([`36bab4d`](https://github.com/embeddings-benchmark/mteb/commit/36bab4d345686be0c5c91a2e67c051a286e369a3))

Fix

* fix: Proprietary models now get correctly shown in leaderboard (1530)

* Fixed showing proprietary models in leaderboard

* Added links to all OpenAI models

* Fixed table formatting issues

* Bumped Gradio version ([`39349ff`](https://github.com/embeddings-benchmark/mteb/commit/39349ff4bc565bc60fa33adc0916c68eee4eb182))