Sentence Similarity
sentence-transformers
PyTorch
TensorFlow
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Transformers
bert
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Instructions to use sentence-transformers/paraphrase-multilingual-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-multilingual-MiniLM-L12-v2 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2") sentences = [ "The weather is lovely today.", "It's so sunny outside!", "He drove to the stadium." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [3, 3] - Transformers
How to use sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2 with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2") model = AutoModel.from_pretrained("sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2") - Inference
- Notebooks
- Google Colab
- Kaggle
Adding `safetensors` variant of this model (#13)
Browse files- Adding `safetensors` variant of this model (6c0b8e484a4cc578c4ba81a5c2979ffa6ec971d3)
Co-authored-by: Safetensors convertbot <SFconvertbot@users.noreply.huggingface.co>
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