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", device_map="auto") - 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
Joao Gante commited on
Update README.md 8384ef1
Update README.md 75e2f71
Add new SentenceTransformer model. 6cd4e98
nreimers commited on