How to use Remasalmania/multilingual-e5 with Model2Vec:
from model2vec import StaticModel model = StaticModel.from_pretrained("Remasalmania/multilingual-e5")
How to use Remasalmania/multilingual-e5 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("Remasalmania/multilingual-e5") 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]
