Sentence Similarity
sentence-transformers
PyTorch
TensorFlow
ONNX
Safetensors
OpenVINO
Transformers
distilbert
feature-extraction
text-embeddings-inference
Instructions to use sentence-transformers/distilbert-multilingual-nli-stsb-quora-ranking with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use sentence-transformers/distilbert-multilingual-nli-stsb-quora-ranking with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers/distilbert-multilingual-nli-stsb-quora-ranking") 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/distilbert-multilingual-nli-stsb-quora-ranking with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sentence-transformers/distilbert-multilingual-nli-stsb-quora-ranking") model = AutoModel.from_pretrained("sentence-transformers/distilbert-multilingual-nli-stsb-quora-ranking") - Inference
- Notebooks
- Google Colab
- Kaggle
Commit History
Add new SentenceTransformer model with an openvino backend 4b10ffb verified
Add new SentenceTransformer model with an openvino backend 210d583 verified
Add exported ONNX model 'model_qint8_avx512_vnni.onnx' 83ae07c verified
Add exported ONNX model 'model_qint8_avx512.onnx' 08591a8 verified
Add exported ONNX model 'model_quint8_avx2.onnx' 1758997 verified
Add exported ONNX model 'model_qint8_arm64.onnx' 1a43eb8 verified
Add exported ONNX model 'model_O4.onnx' e9216d5 verified
Add exported ONNX model 'model_O3.onnx' 3b2c488 verified
Add exported ONNX model 'model_O2.onnx' cd93c3c verified
Add exported ONNX model 'model_O1.onnx' a31b4f4 verified
Add new SentenceTransformer model with an onnx backend 94a17bc verified
Add TF weights 8ae74eb
Joao Gante commited on
Update README.md 5f0c935
Add new SentenceTransformer model. 1243633
nreimers commited on