How to use hmzprover/hpsearch-embed-4b-state with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("hmzprover/hpsearch-embed-4b-state") 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]
