Sentence Similarity
sentence-transformers
PyTorch
TensorFlow
ONNX
Safetensors
OpenVINO
Transformers
distilbert
feature-extraction
text-embeddings-inference
Instructions to use sentence-transformers/nli-distilbert-base-max-pooling 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-max-pooling with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers/nli-distilbert-base-max-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-distilbert-base-max-pooling with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sentence-transformers/nli-distilbert-base-max-pooling") model = AutoModel.from_pretrained("sentence-transformers/nli-distilbert-base-max-pooling") - Notebooks
- Google Colab
- Kaggle
Commit History
Add exported openvino model 'openvino_model_qint8_quantized.xml' 68c1aec verified
Add new SentenceTransformer model with an openvino backend 5328833 verified
Add new SentenceTransformer model with an openvino backend 81ea8da verified
Add exported ONNX model 'model_qint8_avx512_vnni.onnx' 4d1475d verified
Add exported ONNX model 'model_qint8_avx512.onnx' 56e3573 verified
Add exported ONNX model 'model_quint8_avx2.onnx' f169d48 verified
Add exported ONNX model 'model_qint8_arm64.onnx' c5206ea verified
Add exported ONNX model 'model_O4.onnx' bbefe08 verified
Add exported ONNX model 'model_O3.onnx' 62b07b6 verified
Add exported ONNX model 'model_O2.onnx' e0f17e1 verified
Add exported ONNX model 'model_O1.onnx' 7b17071 verified
Add new SentenceTransformer model with an onnx backend 8258f24 verified
Add TF weights 9ce8088
Update README.md 8b40a67
Update README.md 1682686
Add new SentenceTransformer model. 23c630a
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