Sentence Similarity
sentence-transformers
PyTorch
TensorFlow
JAX
ONNX
Safetensors
OpenVINO
Transformers
roberta
feature-extraction
text-embeddings-inference
Instructions to use sentence-transformers/stsb-distilroberta-base-v2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use sentence-transformers/stsb-distilroberta-base-v2 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers/stsb-distilroberta-base-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] - Transformers
How to use sentence-transformers/stsb-distilroberta-base-v2 with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sentence-transformers/stsb-distilroberta-base-v2") model = AutoModel.from_pretrained("sentence-transformers/stsb-distilroberta-base-v2") - Inference
- Notebooks
- Google Colab
- Kaggle
Commit History
Add exported openvino model 'openvino_model_qint8_quantized.xml' 43215a3 verified
Add new SentenceTransformer model with an openvino backend ac33aed verified
Add new SentenceTransformer model with an openvino backend 9337731 verified
Add exported ONNX model 'model_qint8_avx512_vnni.onnx' 49d40f2 verified
Add exported ONNX model 'model_qint8_avx512.onnx' 1e36811 verified
Add exported ONNX model 'model_quint8_avx2.onnx' 4e6c6ed verified
Add exported ONNX model 'model_qint8_arm64.onnx' 35a1098 verified
Add exported ONNX model 'model_O4.onnx' 0b6ddc1 verified
Add exported ONNX model 'model_O3.onnx' ff1ef9e verified
Add exported ONNX model 'model_O2.onnx' f22f8e7 verified
Add exported ONNX model 'model_O1.onnx' 4a0443a verified
Add new SentenceTransformer model with an onnx backend f731fb1 verified
Add TF weights 0078748
Update README.md 45f9a79
Add new SentenceTransformer model. c0e6cf3
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upload flax model 4ba742d
allow flax 16ecaf3
upload b55ea7e
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