Sentence Similarity
sentence-transformers
PyTorch
ONNX
Safetensors
OpenVINO
bert
mteb
Sentence Transformers
Eval Results (legacy)
Eval Results
text-embeddings-inference
Instructions to use intfloat/multilingual-e5-small with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use intfloat/multilingual-e5-small with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("intfloat/multilingual-e5-small") 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
Add new SentenceTransformer models with an onnx backend
#11
by tomaarsen HF Staff - opened
- onnx/model_O1.onnx +3 -0
- onnx/model_O2.onnx +3 -0
- onnx/model_O3.onnx +3 -0
- onnx/model_O4.onnx +3 -0
- onnx/model_qint8_arm64.onnx +3 -0
- onnx/model_qint8_avx512.onnx +3 -0
- onnx/model_qint8_avx512_vnni.onnx +3 -0
- onnx/model_quint8_avx2.onnx +3 -0
onnx/model_O1.onnx
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size 470173073
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onnx/model_O2.onnx
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oid sha256:6b75f729d731970138d93cc0efd5034736a5883674a8f79092b3445c646b727e
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size 470058657
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onnx/model_O3.onnx
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version https://git-lfs.github.com/spec/v1
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size 470058512
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onnx/model_O4.onnx
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oid sha256:d219c1b59153dd2f84de4313da3e86ca3ed6763547a7ea6720b911b84e79440c
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size 235052531
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onnx/model_qint8_arm64.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:dd476dd0c2514e9b9be83aeb3853fac0763e0bdf4a71645407587d77c48a2d88
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size 118346824
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onnx/model_qint8_avx512.onnx
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oid sha256:dd476dd0c2514e9b9be83aeb3853fac0763e0bdf4a71645407587d77c48a2d88
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size 118346824
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onnx/model_qint8_avx512_vnni.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:dd476dd0c2514e9b9be83aeb3853fac0763e0bdf4a71645407587d77c48a2d88
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size 118346824
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onnx/model_quint8_avx2.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:7486bedf9a52c6bab73586272c5bdc866ac077a77d6aac4ff1d8f3bdb02c7610
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size 118388296
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