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:
# pip install -U transformers accelerate # 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", device_map="auto") - Inference
- Notebooks
- Google Colab
- Kaggle
Commit History
-
Remove deprecated (SEB) evaluation results section
Verified signaturea560fa5
-
Add exported openvino model 'openvino_model_qint8_quantized.xml'
Verified signature8ea752b
-
Add new SentenceTransformer model with an openvino backend
Verified signature7c42a93 -
Add new SentenceTransformer model with an openvino backend
Verified signature63547b1 -
Add exported ONNX model 'model_qint8_avx512_vnni.onnx'
Verified signature743d1ce -
Add exported ONNX model 'model_qint8_avx512.onnx'
Verified signatureb73b3d0 -
Add exported ONNX model 'model_quint8_avx2.onnx'
Verified signature8a3c962 -
Add exported ONNX model 'model_qint8_arm64.onnx'
Verified signaturefbe8e7d -
Add exported ONNX model 'model_O4.onnx'
Verified signaturee2a17e4 -
Add exported ONNX model 'model_O3.onnx'
Verified signature7ee4bce -
Add exported ONNX model 'model_O2.onnx'
Verified signature9cd34a9 -
Add exported ONNX model 'model_O1.onnx'
Verified signature252fa88 -
Add new SentenceTransformer model with an onnx backend
Verified signaturef85dbb9
-
Adding `safetensors` variant of this model (#2)
Verified signature- Adding `safetensors` variant of this model (6ab96895dd30eb687bba50c006f6c2b53e43ad7a)82ad392
-
Update Sentence Transformers metadata (#1)
Verified signature- Update Sentence Transformers metadata (7a82bba3a0442d70adad9dfc98e4f20559eae969)f1b954b
-
Add TF weights
Joao Gante815bb3e
-
Update README.md
db2bb12
-
Update README.md
0a40582
-
Add new SentenceTransformer model.
nreimers7aead12
-
update
nreimerscdd99d4 -
upload
nreimers4a24972 -
initial commit
956cc57