Sentence Similarity
sentence-transformers
PyTorch
ONNX
Safetensors
OpenVINO
xlm-roberta
mteb
Sentence Transformers
Eval Results (legacy)
Eval Results
text-embeddings-inference
Instructions to use intfloat/multilingual-e5-base with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use intfloat/multilingual-e5-base with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("intfloat/multilingual-e5-base") 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] - Inference
- Notebooks
- Google Colab
- Kaggle
Commit History
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Add evaluation results for model intfloat/multilingual-e5-base revision d13f1b27baf31030b7fd040960d60d909913633f (#31)
- Add evaluation results for model intfloat/multilingual-e5-base revision d13f1b27baf31030b7fd040960d60d909913633f (ea6fe3baa7f6bfe27fbc99fde19d01b3e2bca610) Co-authored-by: Solomatin Roman <Samoed@users.noreply.huggingface.co>d128750
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Add exported openvino model 'openvino_model.xml' (#24)
Verified signature- Add exported openvino model 'openvino_model.xml' (7302f04666dad8991e6d948b2f672dedd21e0a52) Co-authored-by: Tom Aarsen <tomaarsen@users.noreply.huggingface.co>8351938 -
Add exported onnx model 'model_O4.onnx' (#23)
Verified signature- Add exported onnx model 'model_O4.onnx' (eb5fe5cb36952a96d77748af375b070639a346c3) Co-authored-by: Tom Aarsen <tomaarsen@users.noreply.huggingface.co>f5bd48c -
Add exported onnx model 'model_qint8_avx512_vnni.onnx' (#22)
Verified signature- Add exported onnx model 'model_qint8_avx512_vnni.onnx' (bb5ff77a5ed5e44b1931dc7d6decde62d114dd37) Co-authored-by: Tom Aarsen <tomaarsen@users.noreply.huggingface.co>e0d62dd
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Verified signature- Add link to new paper (cea84a7cfcd78e04bc1ef6c7182a06fc72a22fbb) Co-authored-by: Omar Sanseviero <osanseviero@users.noreply.huggingface.co>87d6695
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Adding ONNX file of this model (#11)
- Adding ONNX file of this model (7d8760377f73aadb2f2a4e31fff2e48d2cbe68bf) Co-authored-by: Romain <romaindeveaud@users.noreply.huggingface.co>167cf6a
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add sentence similarity tag
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track tokenizer.json with lfs
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Adding `safetensors` variant of this model (#6)
- Adding `safetensors` variant of this model (5c31b33181f6c6bfbbce758a5900f9407bbcff42) Co-authored-by: Safetensors convertbot <SFconvertbot@users.noreply.huggingface.co>a1c23e4
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sentence transformers (#5)
- sbert (73faffbff62768f15b166b0b6866e99b993f6be4)830e3a9
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upload model weights
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initial commit
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