Sentence Similarity
sentence-transformers
PyTorch
TensorFlow
ONNX
Safetensors
OpenVINO
Transformers
bert
feature-extraction
text-embeddings-inference
Instructions to use sentence-transformers/stsb-bert-base with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use sentence-transformers/stsb-bert-base with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers/stsb-bert-base") 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] - Transformers
How to use sentence-transformers/stsb-bert-base with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sentence-transformers/stsb-bert-base") model = AutoModel.from_pretrained("sentence-transformers/stsb-bert-base", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit History
Add exported openvino model 'openvino_model_qint8_quantized.xml' f9d489e verified
Add new SentenceTransformer model with an openvino backend 38a7c64 verified
Add new SentenceTransformer model with an openvino backend 5270b80 verified
Add exported ONNX model 'model_qint8_avx512_vnni.onnx' bb939c3 verified
Add exported ONNX model 'model_qint8_avx512.onnx' 0898272 verified
Add exported ONNX model 'model_quint8_avx2.onnx' ccafb3e verified
Add exported ONNX model 'model_qint8_arm64.onnx' 4bbe69e verified
Add exported ONNX model 'model_O4.onnx' b404ed4 verified
Add exported ONNX model 'model_O3.onnx' 239511c verified
Add exported ONNX model 'model_O2.onnx' e8c25d4 verified
Add exported ONNX model 'model_O1.onnx' 09e96a9 verified
Add new SentenceTransformer model with an onnx backend 73822fe verified
Add TF weights 20bffd8
Joao Gante commited on
Update README.md 3ae9046
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Add new SentenceTransformer model. 425358b
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