Package profile
mteb
- Summary: Massive Text Embedding Benchmark
- Author: MTEB Contributors <niklas@huggingface.co>, nouamane@huggingface.co, info@nils-reimers.de
- Homepage: https://github.com/embeddings-benchmark/mteb
- Source: https://github.com/embeddings-benchmark/mteb (Repo profile)
- Number of releases: 547
- First release: 0.0.1 on 2022-06-30
- Latest release: 1.38.35 on 2025-07-16
Releases
PyPI Downloads
Dependencies
Mteb has 56 dependencies, 41 of which optional.| Dependency | Optional |
|---|---|
| datasets | false |
| eval_type_backport | false |
| numpy | false |
| polars | false |
| pydantic | false |
| pytrec-eval-terrier | false |
| requests | false |
| rich | false |
| scikit_learn | false |
| scipy | false |
| sentence_transformers | false |
| torch | false |
| tqdm | false |
| typing_extensions | false |
| typing-extensions | false |
| bibtexparser | true |
| bm25s | true |
| cachetools | true |
| codecarbon | true |
| cohere | true |
| colpali_engine | true |
| einops | true |
| FlagEmbedding | true |
| flash-attn | true |
| GPUtil | true |
| gradio | true |
| gritlm | true |
| huggingface_hub | true |
| iso639 | true |
| llm2vec | true |
| matplotlib | true |
| model2vec | true |
| open_clip_torch | true |
| openai | true |
| peft | true |
| plotly | true |
| pre-commit | true |
| psutil | true |
| pylate | true |
| PyStemmer | true |
| pytest | true |
| pytest-coverage | true |
| pytest-rerunfailures | true |
| pytest-xdist | true |
| ruff | true |
| salesforce-lavis | true |
| setuptools | true |
| tenacity | true |
| tiktoken | true |
| timm | true |
| torchvision | true |
| transformers | true |
| vertexai | true |
| volcengine-python-sdk | true |
| voyageai | true |
| xformers | true |