Sentence Similarity
sentence-transformers
PyTorch
ONNX
Safetensors
OpenVINO
English
bert
mteb
Sentence Transformers
Eval Results (legacy)
text-embeddings-inference
Instructions to use thenlper/gte-large with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use thenlper/gte-large with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("thenlper/gte-large") 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 onnx model 'model_qint8_avx512_vnni.onnx' (#20)
Verified signature- Add exported onnx model 'model_qint8_avx512_vnni.onnx' (5f30a14b8808110147725e214db89e91b72cfbe8) Co-authored-by: Tom Aarsen <tomaarsen@users.noreply.huggingface.co>4bef63f -
Add exported onnx model 'model_O4.onnx' (#21)
Verified signature- Add exported onnx model 'model_O4.onnx' (669dd1e8f3874376e88534ef01f502f6bb7161e9) Co-authored-by: Tom Aarsen <tomaarsen@users.noreply.huggingface.co>6356d99 -
Add exported openvino model 'openvino_model.xml' (#22)
Verified signature- Add exported openvino model 'openvino_model.xml' (e54741dfb10c251931f395d2f8f58c4ca28c1d81) Co-authored-by: Tom Aarsen <tomaarsen@users.noreply.huggingface.co>170fce7 -
Add exported openvino model 'openvino_model_qint8_quantized.xml' (#23)
Verified signature- Add exported openvino model 'openvino_model_qint8_quantized.xml' (8536f8f4cb610635377baabeb2cdf253b664a42f) Co-authored-by: Tom Aarsen <tomaarsen@users.noreply.huggingface.co>ffde661
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Adding `safetensors` variant of this model (#11)
- Adding `safetensors` variant of this model (2fbf44e569b3f3cb9c3ba6bc02145f29d8152b2b) Co-authored-by: Yap Chun Wei <yapchunwei@users.noreply.huggingface.co>8cb729e
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Adding ONNX file of this model (#6)
- Adding ONNX file of this model (b6a21bf5000dc6c4759ce13504b30babcaa5d3ae) Co-authored-by: CHRISTOPHER FLEETWOOD <FL33TW00D@users.noreply.huggingface.co>2b5163b
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Fix typo in model name (#8)
- Fix typo in model name (198e161077159bb52e89395cb0509449e5952c42) Co-authored-by: Prashanth Rao <prrao@users.noreply.huggingface.co>ef03ec3
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