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", device_map="auto") - 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
Joao Gante commited on
Update README.md bf4307d
Update README.md 4992125
Add new SentenceTransformer model. 3e22a83
nreimers commited on