Sentence Similarity
sentence-transformers
PyTorch
TensorFlow
ONNX
Safetensors
OpenVINO
Transformers
distilbert
feature-extraction
text-embeddings-inference
Instructions to use sentence-transformers/nli-distilbert-base with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use sentence-transformers/nli-distilbert-base with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers/nli-distilbert-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-distilbert-base with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sentence-transformers/nli-distilbert-base") model = AutoModel.from_pretrained("sentence-transformers/nli-distilbert-base") - Notebooks
- Google Colab
- Kaggle
Commit History
Add exported openvino model 'openvino_model_qint8_quantized.xml' c6ad1d9 verified
Add new SentenceTransformer model with an openvino backend fa12e71 verified
Add new SentenceTransformer model with an openvino backend 4650aa6 verified
Add exported ONNX model 'model_qint8_avx512_vnni.onnx' 43b2e5b verified
Add exported ONNX model 'model_qint8_avx512.onnx' 24fb22d verified
Add exported ONNX model 'model_quint8_avx2.onnx' f683aee verified
Add exported ONNX model 'model_qint8_arm64.onnx' a453f55 verified
Add exported ONNX model 'model_O4.onnx' 5d5eab0 verified
Add exported ONNX model 'model_O3.onnx' f2d430d verified
Add exported ONNX model 'model_O2.onnx' 7abb8bd verified
Add exported ONNX model 'model_O1.onnx' edfc6a4 verified
Add new SentenceTransformer model with an onnx backend 4368e4c verified
Add TF weights e6725b7
Update README.md 8384ef1
Update README.md 75e2f71
Add new SentenceTransformer model. 6cd4e98
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