How to use rezarahim/bge-finetuned-reranker with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("rezarahim/bge-finetuned-reranker") sentences = [ "What is the basis for the company's calculation of deferred tax assets and liabilities?", " We could be subject to various penalties or restrictions on our ability to conduct our business, which could have a material and adverse impact on our business, operating results, and financial condition.", " The company's calculation of deferred tax assets and liabilities is based on certain estimates and judgments and involves dealing with uncertainties in the application of complex tax laws.", " March 4, 2024." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4]
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