Sentence Similarity
sentence-transformers
PyTorch
TensorFlow
ONNX
Safetensors
OpenVINO
Transformers
bert
feature-extraction
text-embeddings-inference
Instructions to use sentence-transformers/bert-large-nli-cls-token with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use sentence-transformers/bert-large-nli-cls-token with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers/bert-large-nli-cls-token") 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/bert-large-nli-cls-token with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sentence-transformers/bert-large-nli-cls-token") model = AutoModel.from_pretrained("sentence-transformers/bert-large-nli-cls-token") - Notebooks
- Google Colab
- Kaggle
Commit History
Add exported openvino model 'openvino_model_qint8_quantized.xml' 972d83d verified
Add new SentenceTransformer model with an openvino backend ae727cb verified
Add new SentenceTransformer model with an openvino backend a880449 verified
Add exported ONNX model 'model_qint8_avx512_vnni.onnx' a9bc3d6 verified
Add exported ONNX model 'model_qint8_avx512.onnx' 2be5eb8 verified
Add exported ONNX model 'model_quint8_avx2.onnx' 7d494aa verified
Add exported ONNX model 'model_qint8_arm64.onnx' 2e34d8b verified
Add exported ONNX model 'model_O4.onnx' 1315545 verified
Add exported ONNX model 'model_O3.onnx' 28bc1cb verified
Add exported ONNX model 'model_O2.onnx' 3a59634 verified
Add exported ONNX model 'model_O1.onnx' e61e445 verified
Add new SentenceTransformer model with an onnx backend f2a218b verified
Add TF weights 50322e8
Update README.md bf4307d
Update README.md 4992125
Add new SentenceTransformer model. 3e22a83
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