Sentence Similarity
sentence-transformers
PyTorch
TensorFlow
ONNX
Safetensors
OpenVINO
Transformers
mpnet
feature-extraction
text-embeddings-inference
Instructions to use sentence-transformers/nli-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/nli-mpnet-base-v2 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers/nli-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/nli-mpnet-base-v2 with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sentence-transformers/nli-mpnet-base-v2") model = AutoModel.from_pretrained("sentence-transformers/nli-mpnet-base-v2") - Inference
- Notebooks
- Google Colab
- Kaggle
Commit History
Remove deprecated (SEB) evaluation results section 20bdd57 verified
Add exported openvino model 'openvino_model_qint8_quantized.xml' 688eb0a verified
Add new SentenceTransformer model with an openvino backend 6cd26ba verified
Add new SentenceTransformer model with an openvino backend e42fd1c verified
Add exported ONNX model 'model_qint8_avx512_vnni.onnx' e83c8c7 verified
Add exported ONNX model 'model_qint8_avx512.onnx' bfa8794 verified
Add exported ONNX model 'model_quint8_avx2.onnx' 9629a58 verified
Add exported ONNX model 'model_qint8_arm64.onnx' 153c918 verified
Add exported ONNX model 'model_O4.onnx' a35e6fa verified
Add exported ONNX model 'model_O3.onnx' 8438a4b verified
Add exported ONNX model 'model_O2.onnx' c83d3d1 verified
Add exported ONNX model 'model_O1.onnx' 2650786 verified
Add new SentenceTransformer model with an onnx backend 22b4d12 verified
Add TF weights c388b46
Update README.md 6c11cdd
Add new SentenceTransformer model. 7a0b449
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