How to use swardiantara/bert-tiny-amazon_reviews-k3-fixed-cosine with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("swardiantara/bert-tiny-amazon_reviews-k3-fixed-cosine") sentences = [ "It doesn’t work Just they take money ! sorry for amazon to sell like this items .", "Broke after one use. Whenever you hit it, the light would go out. Not worth your money.", "Shipping was late box came open and missing pieces. Very bad experience. Came dirty and a stain on umbrella, not balanced at all so if you dont get weights it will not stand at all.", "Shipping was late box came open and missing pieces. Very bad experience. Came dirty and a stain on umbrella, not balanced at all so if you dont get weights it will not stand at all." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4]
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