How to use Gurveer05/paraphrase-mpnet-eedi-2024 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("Gurveer05/paraphrase-mpnet-eedi-2024") sentences = [ "Question:\nAssign probabilities to single events using fractions. There are 4 red balls and 3 yellow balls in a ∪. The image shows the ∪ with the 4 red balls and 3 yellow balls. What is the probability of picking a red ball?.\nAnswer: (4 / 3)", "Does not recognise difference of two squares", "Gives the probability out of the number of non-successes rather than the total", "Shares equally instead of in given ratio" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4]
