Sentence Similarity
sentence-transformers
MLX
xlm-roberta
mteb
Sentence Transformers
Eval Results (legacy)
text-embeddings-inference
Instructions to use mlx-community/multilingual-e5-base-mlx with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use mlx-community/multilingual-e5-base-mlx with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("mlx-community/multilingual-e5-base-mlx") sentences = [ "The weather is lovely today.", "It's so sunny outside!", "He drove to the stadium." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [3, 3] - MLX
How to use mlx-community/multilingual-e5-base-mlx with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] hf download mlx-community/multilingual-e5-base-mlx --local-dir multilingual-e5-base-mlx
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Atomic Chat
Download .gitattributes from mlx-community/multilingual-e5-base-mlx: direct link, hf CLI and curl.
- Browser
- Download file 1.57 kB
-
https://huggingface.co/mlx-community/multilingual-e5-base-mlx/resolve/main/.gitattributes
- Command line
-
hf download hf://mlx-community/multilingual-e5-base-mlx/.gitattributes
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curl -L -o .gitattributes https://huggingface.co/mlx-community/multilingual-e5-base-mlx/resolve/main/.gitattributes
1.57 kB
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