sentence-transformers 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] 
