Duplicated from sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
How to use AliaeAI/paraphrase-multilingual-MiniLM-L12-v2 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("AliaeAI/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]
How to use AliaeAI/paraphrase-multilingual-MiniLM-L12-v2 with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("AliaeAI/paraphrase-multilingual-MiniLM-L12-v2") model = AutoModel.from_pretrained("AliaeAI/paraphrase-multilingual-MiniLM-L12-v2", device_map="auto")
What is a pickle import?
