Sentence Similarity
sentence-transformers
PyTorch
ONNX
Safetensors
OpenVINO
Transformers
bert
feature-extraction
text-embeddings-inference
Instructions to use sentence-transformers/facebook-dpr-ctx_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-ctx_encoder-single-nq-base with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers/facebook-dpr-ctx_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-ctx_encoder-single-nq-base with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sentence-transformers/facebook-dpr-ctx_encoder-single-nq-base") model = AutoModel.from_pretrained("sentence-transformers/facebook-dpr-ctx_encoder-single-nq-base") - Notebooks
- Google Colab
- Kaggle
Commit History
Add exported openvino model 'openvino_model_qint8_quantized.xml' c3ac978 verified
Add new SentenceTransformer model with an openvino backend a73ff85 verified
Add new SentenceTransformer model with an openvino backend 240c88f verified
Add exported ONNX model 'model_qint8_avx512_vnni.onnx' 6f0bf4d verified
Add exported ONNX model 'model_qint8_avx512.onnx' f8de1d7 verified
Add exported ONNX model 'model_quint8_avx2.onnx' e2b075f verified
Add exported ONNX model 'model_qint8_arm64.onnx' 339871c verified
Add exported ONNX model 'model_O4.onnx' 1328711 verified
Add exported ONNX model 'model_O3.onnx' b51ff1c verified
Add exported ONNX model 'model_O2.onnx' fad446e verified
Add exported ONNX model 'model_O1.onnx' 38bf4b2 verified
Add new SentenceTransformer model with an onnx backend 673f0db verified
Add "dot" similarity function 7864426 verified
Update README.md 3320b11
Add new SentenceTransformer model. f0b075e
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