Sentence Similarity
sentence-transformers
PyTorch
ONNX
Safetensors
OpenVINO
Transformers
bert
feature-extraction
text-embeddings-inference
Instructions to use sentence-transformers/nli-bert-base-cls-pooling with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use sentence-transformers/nli-bert-base-cls-pooling with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers/nli-bert-base-cls-pooling") 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/nli-bert-base-cls-pooling with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sentence-transformers/nli-bert-base-cls-pooling") model = AutoModel.from_pretrained("sentence-transformers/nli-bert-base-cls-pooling") - Notebooks
- Google Colab
- Kaggle
Commit History
Add exported openvino model 'openvino_model_qint8_quantized.xml' 67a43be verified
Add new SentenceTransformer model with an openvino backend a0bf9d8 verified
Add new SentenceTransformer model with an openvino backend d82e9c3 verified
Add exported ONNX model 'model_qint8_avx512_vnni.onnx' 6165d01 verified
Add exported ONNX model 'model_qint8_avx512.onnx' ccc4a7a verified
Add exported ONNX model 'model_quint8_avx2.onnx' 4cf5c0e verified
Add exported ONNX model 'model_qint8_arm64.onnx' 399e7d8 verified
Add exported ONNX model 'model_O4.onnx' a005465 verified
Add exported ONNX model 'model_O3.onnx' 6ad7938 verified
Add exported ONNX model 'model_O2.onnx' e80b7db verified
Add exported ONNX model 'model_O1.onnx' b761d96 verified
Add new SentenceTransformer model with an onnx backend a11f659 verified
Update README.md e59f6ff
Update README.md 06b56fc
Add new SentenceTransformer model. ecbdc39
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