Sentence Similarity
sentence-transformers
PyTorch
TensorFlow
ONNX
Safetensors
OpenVINO
Transformers
bert
feature-extraction
text-embeddings-inference
Instructions to use sentence-transformers/facebook-dpr-ctx_encoder-multiset-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-multiset-base with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers/facebook-dpr-ctx_encoder-multiset-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-multiset-base with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sentence-transformers/facebook-dpr-ctx_encoder-multiset-base") model = AutoModel.from_pretrained("sentence-transformers/facebook-dpr-ctx_encoder-multiset-base") - Notebooks
- Google Colab
- Kaggle
Commit History
Add exported openvino model 'openvino_model_qint8_quantized.xml' bbbc77e verified
Add new SentenceTransformer model with an openvino backend 62e84a7 verified
Add new SentenceTransformer model with an openvino backend d88da27 verified
Add exported ONNX model 'model_qint8_avx512_vnni.onnx' 99714db verified
Add exported ONNX model 'model_qint8_avx512.onnx' 2ed07d6 verified
Add exported ONNX model 'model_quint8_avx2.onnx' 9af37b2 verified
Add exported ONNX model 'model_qint8_arm64.onnx' fa9b312 verified
Add exported ONNX model 'model_O4.onnx' 8537850 verified
Add exported ONNX model 'model_O3.onnx' 6b4c7df verified
Add exported ONNX model 'model_O2.onnx' 3b7ebe8 verified
Add exported ONNX model 'model_O1.onnx' 07c9ba4 verified
Add new SentenceTransformer model with an onnx backend 81d2667 verified
Add "dot" similarity function d5cc336 verified
Add TF weights ae43c02
Update sentence_bert_config.json 459a254
Update README.md 2dfcb58
Add new SentenceTransformer model. db454d5
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