Sentence Similarity
sentence-transformers
PyTorch
TensorFlow
ONNX
Safetensors
OpenVINO
Transformers
bert
feature-extraction
text-embeddings-inference
Instructions to use sentence-transformers/paraphrase-MiniLM-L12-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-L12-v2 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers/paraphrase-MiniLM-L12-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-L12-v2 with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sentence-transformers/paraphrase-MiniLM-L12-v2") model = AutoModel.from_pretrained("sentence-transformers/paraphrase-MiniLM-L12-v2", device_map="auto") - Inference
- Notebooks
- Google Colab
- Kaggle
Commit History
Add exported openvino model 'openvino_model_qint8_quantized.xml' 3f21b01 verified
Add new SentenceTransformer model with an openvino backend f47a537 verified
Add new SentenceTransformer model with an openvino backend e4ef28c verified
Add exported ONNX model 'model_qint8_avx512_vnni.onnx' 487c277 verified
Add exported ONNX model 'model_qint8_avx512.onnx' 7b19562 verified
Add exported ONNX model 'model_quint8_avx2.onnx' 45ffe1c verified
Add exported ONNX model 'model_qint8_arm64.onnx' 4ca597c verified
Add exported ONNX model 'model_O4.onnx' c5f5ffa verified
Add exported ONNX model 'model_O3.onnx' 7685be9 verified
Add exported ONNX model 'model_O2.onnx' ca636fe verified
Add exported ONNX model 'model_O1.onnx' 0f04beb verified
Add new SentenceTransformer model with an onnx backend 0d9bedb verified
Add TF weights 8f010f2
Joao Gante commited on
up 9bb9c76
Update sentence_bert_config.json c782b6e
Update README.md 31c94c7
Add new SentenceTransformer model. b7c0ccf
nreimers commited on
upload 95861c0
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