Sentence Similarity
sentence-transformers
PyTorch
ONNX
Safetensors
OpenVINO
English
bert
mteb
Sentence Transformers
Eval Results (legacy)
text-embeddings-inference
Instructions to use intfloat/e5-large-v2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use intfloat/e5-large-v2 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("intfloat/e5-large-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' (#20)
Verified signature- Add exported openvino model 'openvino_model_qint8_quantized.xml' (ed12f73f356b8c17bc5d02b5d84f6a90bc95e3d7) Co-authored-by: Tom Aarsen <tomaarsen@users.noreply.huggingface.co>f169b11 -
Add exported openvino model 'openvino_model.xml' (#19)
Verified signature- Add exported openvino model 'openvino_model.xml' (ea316047514c0cd1f376793bb439d7238bb83445) Co-authored-by: Tom Aarsen <tomaarsen@users.noreply.huggingface.co>756b8dd -
Add exported onnx model 'model_O4.onnx' (#18)
Verified signature- Add exported onnx model 'model_O4.onnx' (73d388092727e42365a8a9d2a86c2a300eee65a7) Co-authored-by: Tom Aarsen <tomaarsen@users.noreply.huggingface.co>226d082 -
Add exported onnx model 'model_qint8_avx512_vnni.onnx' (#17)
Verified signature- Add exported onnx model 'model_qint8_avx512_vnni.onnx' (72a59667edb00a2b704a7a90b276d3842dd9c654) Co-authored-by: Tom Aarsen <tomaarsen@users.noreply.huggingface.co>febed3b -
Add exported onnx model 'model.onnx' (#16)
Verified signature- Add exported onnx model 'model.onnx' (c302f35639fbd080ba133050443276610c0b8902) Co-authored-by: Tom Aarsen <tomaarsen@users.noreply.huggingface.co>ef82eb1
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Update README.md
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add sentence similarity tag
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Update README.md
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create handler.py (#8)
- create handler.py (22e45dedfe18638e50109dee5e6c5ccfecc694f8) Co-authored-by: Hans Elias Josephsen <hansihe@users.noreply.huggingface.co>3bd6250
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Adding `safetensors` variant of this model (#7)
- Adding `safetensors` variant of this model (b9ecb3e7cf94c288784fcde64cbf3ed1e955b61b) Co-authored-by: Safetensors convertbot <SFconvertbot@users.noreply.huggingface.co>b303079
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sentence transformers compat (#6)
- add sbert config (50c3a32e04295efa5bf7f0aec3fbee4a46c68fd9)cc7480b
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upload model weights
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initial commit
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