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", device_map="auto") - 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
Joao Gante commited on
Update README.md c6e5d14
Update README.md 2d412fe
Add new SentenceTransformer model. e688481
nreimers commited on