Sentence Similarity
sentence-transformers
PyTorch
TensorFlow
ONNX
Safetensors
OpenVINO
Transformers
bert
feature-extraction
text-embeddings-inference
Instructions to use sentence-transformers/paraphrase-MiniLM-L6-v2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use sentence-transformers/paraphrase-MiniLM-L6-v2 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers/paraphrase-MiniLM-L6-v2") 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/paraphrase-MiniLM-L6-v2 with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sentence-transformers/paraphrase-MiniLM-L6-v2") model = AutoModel.from_pretrained("sentence-transformers/paraphrase-MiniLM-L6-v2", device_map="auto") - Inference
- Notebooks
- Google Colab
- Kaggle
Commit History
Add exported openvino model 'openvino_model_qint8_quantized.xml' 9a27583 verified
Add new SentenceTransformer model with an openvino backend f44a55b verified
Add new SentenceTransformer model with an openvino backend 0b74449 verified
Add exported ONNX model 'model_qint8_avx512_vnni.onnx' 4f4950b verified
Add exported ONNX model 'model_qint8_avx512.onnx' 5ad8dad verified
Add exported ONNX model 'model_quint8_avx2.onnx' b8c0df3 verified
Add exported ONNX model 'model_qint8_arm64.onnx' af603ab verified
Add exported ONNX model 'model_O4.onnx' 07595b0 verified
Add exported ONNX model 'model_O3.onnx' cbec798 verified
Add exported ONNX model 'model_O2.onnx' 1744e5a verified
Add exported ONNX model 'model_O1.onnx' a60fc70 verified
Add new SentenceTransformer model with an onnx backend 5efcc6d verified
Add TF weights 68b97aa
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Update README.md 990fc11
Add new SentenceTransformer model. 7ee129e
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