Sentence Similarity
sentence-transformers
PyTorch
TensorFlow
JAX
ONNX
Safetensors
OpenVINO
Transformers
bert
feature-extraction
text-embeddings-inference
Instructions to use sentence-transformers/bert-base-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-base-nli-cls-token with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers/bert-base-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-base-nli-cls-token with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sentence-transformers/bert-base-nli-cls-token") model = AutoModel.from_pretrained("sentence-transformers/bert-base-nli-cls-token") - Inference
- Notebooks
- Google Colab
- Kaggle
Commit History
Add exported openvino model 'openvino_model_qint8_quantized.xml' 7d8ff5a verified
Add new SentenceTransformer model with an openvino backend e9d18af verified
Add new SentenceTransformer model with an openvino backend 6556ff7 verified
Add exported ONNX model 'model_qint8_avx512_vnni.onnx' c0b3428 verified
Add exported ONNX model 'model_qint8_avx512.onnx' b8799a6 verified
Add exported ONNX model 'model_quint8_avx2.onnx' 84611f3 verified
Add exported ONNX model 'model_qint8_arm64.onnx' 1d9d513 verified
Add exported ONNX model 'model_O4.onnx' df01b6c verified
Add exported ONNX model 'model_O3.onnx' 904774b verified
Add exported ONNX model 'model_O2.onnx' 37f15b7 verified
Add exported ONNX model 'model_O1.onnx' c4c4850 verified
Add new SentenceTransformer model with an onnx backend b51a867 verified
Adding `safetensors` variant of this model (#2) ee3a718 verified
Add TF weights e843bdc
Update README.md 5b0c02b
Update README.md ce84633
Add new SentenceTransformer model. 5d079c4
nreimers commited on
Update README.md e1f20cf
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