Sentence Similarity
sentence-transformers
PyTorch
TensorFlow
ONNX
Safetensors
OpenVINO
English
bert
mteb
Sentence Transformers
Eval Results (legacy)
text-embeddings-inference
Instructions to use intfloat/e5-small-v2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use intfloat/e5-small-v2 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("intfloat/e5-small-v2") sentences = [ "That is a happy person", "That is a happy dog", "That is a very happy person", "Today is a sunny day" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4] - Inference
- Notebooks
- Google Colab
- Kaggle
Commit History
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Add exported openvino model 'openvino_model_qint8_quantized.xml' (#15)
Verified signature- Add exported openvino model 'openvino_model_qint8_quantized.xml' (e8b23a92af33fd81c865283d505f8f058a570cc8) Co-authored-by: Tom Aarsen <tomaarsen@users.noreply.huggingface.co>ffb93f3 -
Add exported openvino model 'openvino_model.xml' (#14)
Verified signature- Add exported openvino model 'openvino_model.xml' (12505163e2bfa7c9ad6a257a2e998f0166a727ca) Co-authored-by: Tom Aarsen <tomaarsen@users.noreply.huggingface.co>4bc52f9 -
Add exported onnx model 'model_O4.onnx' (#13)
Verified signature- Add exported onnx model 'model_O4.onnx' (58b0ed6eec5d660a4b6ded70afe590a8b8cffcaa) Co-authored-by: Tom Aarsen <tomaarsen@users.noreply.huggingface.co>d908e34 -
Add exported onnx model 'model_qint8_avx512_vnni.onnx' (#12)
Verified signature- Add exported onnx model 'model_qint8_avx512_vnni.onnx' (c4130d3ff51a698d9f08dd4d1a957731cc0916ba) Co-authored-by: Tom Aarsen <tomaarsen@users.noreply.huggingface.co>f17a0f7
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Make the tokenizer config match that of the large and base versions (#11)
- Make the tokenizer config match that of the large and base versions (f9611f088d69fc3157ff1878217feee72bda0145) Co-authored-by: Santiago Castro <bryant1410@users.noreply.huggingface.co>dca8b1a
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Update README.md
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add sentence similarity tag
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Add TF weights (#3)
- Add TF weights (b165b1914dc8ede7eb18619ebc702bf414ec7978) Co-authored-by: Siva Velusamy <vsiva@users.noreply.huggingface.co>4a074f4 -
Adding ONNX file of this model (#1)
- Adding ONNX file of this model (d3d4971b17a4fbf45f9d6630479f0d7bd934d85a) Co-authored-by: CHRISTOPHER FLEETWOOD <FL33TW00D@users.noreply.huggingface.co>47ba724 -
Adding `safetensors` variant of this model (#7)
- Adding `safetensors` variant of this model (44c70c13f32bcd13811778935776302112df47e0) Co-authored-by: Safetensors convertbot <SFconvertbot@users.noreply.huggingface.co>5c28755 -
Update README.md
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add sentence transformers configs (#4)
- sbert.net (67a456de1d77c6159603f4bad4a2fe6b12d8bcda) - update readme (0f45e2944ec95914b340972ad1b9bd6d66ef6c70) - add python example (a68bac4365867eaf42a3ac2e2530cd379479c056)7f5bd82
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upload model weights
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initial commit
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