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", device_map="auto") - 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
Joao Gante commited on
Update README.md 8b40a67
Update README.md 1682686
Add new SentenceTransformer model. 23c630a
nreimers commited on