Sentence Similarity
sentence-transformers
PyTorch
TensorFlow
ONNX
Safetensors
OpenVINO
Transformers
bert
feature-extraction
text-embeddings-inference
Instructions to use sentence-transformers/facebook-dpr-question_encoder-single-nq-base with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use sentence-transformers/facebook-dpr-question_encoder-single-nq-base with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers/facebook-dpr-question_encoder-single-nq-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/facebook-dpr-question_encoder-single-nq-base with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sentence-transformers/facebook-dpr-question_encoder-single-nq-base") model = AutoModel.from_pretrained("sentence-transformers/facebook-dpr-question_encoder-single-nq-base") - Inference
- Notebooks
- Google Colab
- Kaggle
Commit History
Add exported openvino model 'openvino_model_qint8_quantized.xml' 5e9f413 verified
Add new SentenceTransformer model with an openvino backend 7a20e7f verified
Add new SentenceTransformer model with an openvino backend f6b8cd1 verified
Add exported ONNX model 'model_qint8_avx512_vnni.onnx' b422f36 verified
Add exported ONNX model 'model_qint8_avx512.onnx' 817834c verified
Add exported ONNX model 'model_quint8_avx2.onnx' 1b78f63 verified
Add exported ONNX model 'model_qint8_arm64.onnx' d559e20 verified
Add exported ONNX model 'model_O4.onnx' bd5ee84 verified
Add exported ONNX model 'model_O3.onnx' f9c604a verified
Add exported ONNX model 'model_O2.onnx' 3bef2a1 verified
Add exported ONNX model 'model_O1.onnx' 1ad76d0 verified
Add new SentenceTransformer model with an onnx backend 2e4690d verified
Add "dot" similarity function 2dfb5ed verified
Add TF weights 4af2492
Update README.md ee496ad
Add new SentenceTransformer model. 72f51c9
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