Sentence Similarity
sentence-transformers
PyTorch
TensorFlow
ONNX
Safetensors
OpenVINO
Transformers
bert
feature-extraction
text-embeddings-inference
Instructions to use sentence-transformers/nli-bert-base 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 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers/nli-bert-base") 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 with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sentence-transformers/nli-bert-base") model = AutoModel.from_pretrained("sentence-transformers/nli-bert-base", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit History
Add exported openvino model 'openvino_model_qint8_quantized.xml' ff3ddb2 verified
Add new SentenceTransformer model with an openvino backend d8657de verified
Add new SentenceTransformer model with an openvino backend 6164a62 verified
Add exported ONNX model 'model_qint8_avx512_vnni.onnx' 216d1f9 verified
Add exported ONNX model 'model_qint8_avx512.onnx' 7cfc324 verified
Add exported ONNX model 'model_quint8_avx2.onnx' c2a1807 verified
Add exported ONNX model 'model_qint8_arm64.onnx' 518bdaa verified
Add exported ONNX model 'model_O4.onnx' c6ab5e6 verified
Add exported ONNX model 'model_O3.onnx' 680ad81 verified
Add exported ONNX model 'model_O2.onnx' 8079fef verified
Add exported ONNX model 'model_O1.onnx' 4b6b73d verified
Add new SentenceTransformer model with an onnx backend 575e21a verified
Add TF weights d5604f3
Joao Gante commited on
Update README.md fdc246f
Update README.md 9034654
Add new SentenceTransformer model. d17b2c9
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