Sentence Similarity
sentence-transformers
PyTorch
TensorFlow
ONNX
Safetensors
OpenVINO
Transformers
distilbert
feature-extraction
text-embeddings-inference
Instructions to use sentence-transformers/stsb-distilbert-base with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use sentence-transformers/stsb-distilbert-base with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers/stsb-distilbert-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-distilbert-base with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sentence-transformers/stsb-distilbert-base") model = AutoModel.from_pretrained("sentence-transformers/stsb-distilbert-base") - Inference
- Notebooks
- Google Colab
- Kaggle
Commit History
Add exported openvino model 'openvino_model_qint8_quantized.xml' 8ea752b verified
Add new SentenceTransformer model with an openvino backend 7c42a93 verified
Add new SentenceTransformer model with an openvino backend 63547b1 verified
Add exported ONNX model 'model_qint8_avx512_vnni.onnx' 743d1ce verified
Add exported ONNX model 'model_qint8_avx512.onnx' b73b3d0 verified
Add exported ONNX model 'model_quint8_avx2.onnx' 8a3c962 verified
Add exported ONNX model 'model_qint8_arm64.onnx' fbe8e7d verified
Add exported ONNX model 'model_O4.onnx' e2a17e4 verified
Add exported ONNX model 'model_O3.onnx' 7ee4bce verified
Add exported ONNX model 'model_O2.onnx' 9cd34a9 verified
Add exported ONNX model 'model_O1.onnx' 252fa88 verified
Add new SentenceTransformer model with an onnx backend f85dbb9 verified
Add TF weights 815bb3e
Update README.md db2bb12
Update README.md 0a40582
Add new SentenceTransformer model. 7aead12
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