mteb

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Author: MTEB Contributors
Summary: Massive Text Embedding Benchmark
Latest version: 2.26.21
Required dependencies: datasets | numpy | polars | pydantic | pytrec-eval-terrier | requests | rich | scikit-learn | scipy | sentence-transformers | torch | tqdm | transformers | typing-extensions
Optional dependencies: accelerate | av | bm25s | boto3 | cachetools | codecarbon | cohere | colpali-engine | datasets | einops | faiss-cpu | fastapi | flagembedding | flash-attn | flash-linear-attention | ftfy | fvcore | google-genai | gradio | gritlm | huggingface-hub | imagebind-unofficial | kernels | languagebind | librosa | llm2vec | matplotlib | model2vec | msclap | muq | octen | open-clip-torch | openai | opentelemetry-exporter-otlp-proto-http | opentelemetry-instrumentation-fastapi | opentelemetry-sdk | peft | pillow | playwright | plotly | prometheus-client | protobuf | ps3-torch | pydantic-settings | pygithub | pylate | pymongo | pystemmer | qwen-omni-utils | qwen-vl-utils | regex | salesforce-lavis | sauerkrautlm-colpali | sentence-transformers | sentencepiece | setuptools | soundfile | speechbrain | tenacity | tencentcloud-sdk-python-common | tencentcloud-sdk-python-lkeap | tiktoken | timm | torch | torch-vggish-yamnet | torchaudio | torchcodec | torchvision | transformers | uvicorn | vertexai | vllm | volcengine-python-sdk | voyageai | wav2clip | xformers

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