Sentence Similarity
sentence-transformers
PyTorch
TensorFlow
ONNX
Safetensors
OpenVINO
Transformers
bert
feature-extraction
text-embeddings-inference
Instructions to use sentence-transformers/nli-bert-large-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-bert-large-max-pooling with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers/nli-bert-large-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-bert-large-max-pooling with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sentence-transformers/nli-bert-large-max-pooling") model = AutoModel.from_pretrained("sentence-transformers/nli-bert-large-max-pooling", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit History
Add exported openvino model 'openvino_model_qint8_quantized.xml' ad48fda verified
Add new SentenceTransformer model with an openvino backend f767d71 verified
Add new SentenceTransformer model with an openvino backend 6b1659a verified
Add exported ONNX model 'model_qint8_avx512_vnni.onnx' 8f8d0d5 verified
Add exported ONNX model 'model_qint8_avx512.onnx' 439dd07 verified
Add exported ONNX model 'model_quint8_avx2.onnx' 4f15695 verified
Add exported ONNX model 'model_qint8_arm64.onnx' a612730 verified
Add exported ONNX model 'model_O4.onnx' 9d68ab3 verified
Add exported ONNX model 'model_O3.onnx' fabca01 verified
Add exported ONNX model 'model_O2.onnx' 0cc2b35 verified
Add exported ONNX model 'model_O1.onnx' 402a740 verified
Add new SentenceTransformer model with an onnx backend 438eb86 verified
Add TF weights 0d18f12
Joao Gante commited on
Update README.md 0010342
Update README.md 5dace7d
Add new SentenceTransformer model. 0c9a0b2
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