Sentence Similarity
sentence-transformers
PyTorch
TensorFlow
ONNX
Safetensors
OpenVINO
Transformers
bert
feature-extraction
text-embeddings-inference
Instructions to use sentence-transformers/nli-bert-large-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-large-cls-pooling with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers/nli-bert-large-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-large-cls-pooling with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sentence-transformers/nli-bert-large-cls-pooling") model = AutoModel.from_pretrained("sentence-transformers/nli-bert-large-cls-pooling") - Notebooks
- Google Colab
- Kaggle
Commit History
Add exported openvino model 'openvino_model_qint8_quantized.xml' 475b895 verified
Add new SentenceTransformer model with an openvino backend 10558ea verified
Add new SentenceTransformer model with an openvino backend d6a6847 verified
Add exported ONNX model 'model_qint8_avx512_vnni.onnx' 8dc012c verified
Add exported ONNX model 'model_qint8_avx512.onnx' 209fd8a verified
Add exported ONNX model 'model_quint8_avx2.onnx' 630c1a8 verified
Add exported ONNX model 'model_qint8_arm64.onnx' 7cc2654 verified
Add exported ONNX model 'model_O4.onnx' 39b5195 verified
Add exported ONNX model 'model_O3.onnx' ebd811e verified
Add exported ONNX model 'model_O2.onnx' 15f474d verified
Add exported ONNX model 'model_O1.onnx' b679830 verified
Add new SentenceTransformer model with an onnx backend 198d269 verified
Add TF weights c43e5c6
Update README.md c6e5d14
Update README.md 2d412fe
Add new SentenceTransformer model. e688481
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