How to use CISCai/jina-embeddings-v3-query-distilled with Model2Vec:
from model2vec import StaticModel model = StaticModel.from_pretrained("CISCai/jina-embeddings-v3-query-distilled")
How to use CISCai/jina-embeddings-v3-query-distilled with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("CISCai/jina-embeddings-v3-query-distilled") 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]
satorean