How to use armaniii/all-mpnet-base-v2-augmentation-indomain-bm25-sts with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("armaniii/all-mpnet-base-v2-augmentation-indomain-bm25-sts") sentences = [ "In the realm of genetics , it is far better to be safe than sorry .", "Marijuana use harms the brain, and legalization will increase mental health problems.", "We are god now !", "Likewise , the proposal that addictive drugs should be legalized , regulated and opened to \" free market dynamics \" is immediately belied by the recognition that the drug market for an addict is no longer a free market – it is clear that they will pay any price when needing their drug ." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4]
