Sentence Similarity
sentence-transformers
PyTorch
ONNX
Safetensors
OpenVINO
Transformers
mpnet
feature-extraction
text-embeddings-inference
Instructions to use sentence-transformers/stsb-mpnet-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-mpnet-base-v2 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers/stsb-mpnet-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-mpnet-base-v2 with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sentence-transformers/stsb-mpnet-base-v2") model = AutoModel.from_pretrained("sentence-transformers/stsb-mpnet-base-v2") - Inference
- Notebooks
- Google Colab
- Kaggle
Commit History
Remove deprecated (SEB) evaluation results section 2aca3ea verified
Add exported openvino model 'openvino_model_qint8_quantized.xml' 6c8598c verified
Add new SentenceTransformer model with an openvino backend 480ef60 verified
Add new SentenceTransformer model with an openvino backend c3dfc64 verified
Add exported ONNX model 'model_qint8_avx512_vnni.onnx' 88d41a6 verified
Add exported ONNX model 'model_qint8_avx512.onnx' 56079e1 verified
Add exported ONNX model 'model_quint8_avx2.onnx' e168c34 verified
Add exported ONNX model 'model_qint8_arm64.onnx' 1b2898a verified
Add exported ONNX model 'model_O4.onnx' d04ad1c verified
Add exported ONNX model 'model_O3.onnx' 1040459 verified
Add exported ONNX model 'model_O2.onnx' 7a0afe5 verified
Add exported ONNX model 'model_O1.onnx' 9d83e74 verified
Add new SentenceTransformer model with an onnx backend 2f72ec3 verified
Update README.md 9f9d3d9
Add new SentenceTransformer model. 7754c98
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