sentence-transformers How to use Devion333/labse-dhivehi-finetuned with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("Devion333/labse-dhivehi-finetuned")
sentences = [
"ކުއްލިއަކަށް ދޮންބެ ތެދުވެ އިނދެ ދެފައި ވައްކޮއްލިއެވެ. ދެލޯ ބޮޑުކޮއްގެން ހުރެ ހެވެމުން ދިލެމުން ގޮސް އަހަރެން ހުޅުވާލީވެސް ދޮންބެ ބުނި ކަބަޑެވެ. ގެރިގުއި ކުލައިގެ ކަރުދާހަކުން ބަންދުކޮއްފައި އޮތް ފޮށިގަނޑެއް ފެނުމާއި އެކު އަހަރެންނަށް ބަލާލެވުނީ ގޮދަނޑިމަތީގައި ދެފައި ވަށްކޮއްގެން އިން ބޭބެ އާއި ދިމާއަށެވެ.",
"sheet covering coffin",
"The king's kidneys, heart and lungs have also stopped working, Saudi health officials said, according to Press TV.",
"The Civil Court of Maldives has ordered the seizure of passports and freezing bank accounts belonging to Haulath Faheem, wife of former President Dr. Mohamed Jamil, as well as seven other members of his family in connection with a case of proven debt. This was decided by the court today after an action filed by Mohammad Aniis who served as General Manager at four resorts owned by Three A Company when it was not being divided into shares. The heir was not present at the court. The lawyer for the heirs said that he has appealed to the High Court against this decision. In any case of proven debt, it is a common practice in courts to hold passports and freeze accounts as part of an application for enforcement of judgment when there are no payments made by debtors. The family appealed the Civil Court’s order to pay them back, which was then reviewed by the Supreme Court. In addition to the three charges, Anies also brought another two cases against Musa Fahim’s heirs. The other accused are Haulat and Shaheed as well as Farida Ibrahim, Ahmad Shahid Shiyam, Ali Shiyam, Hassan Shiyam, Maryam Shifa and Aimanat Ashfah. The two brothers’ son Anies said he owes the company 1.8 million rupees for days when senior management was not paid due to problems arising from the split of Three Airline Company Ltd (THAC). The order was issued in response to a case filed by Anis at the Civil Court on May 15, requesting payment of Rs.731,540.80 due from his family following an appeal ruling made on February 17 this year. He said that no appeal had been lodged against the judgment for over ninety days and he is still waiting for the decision to be announced."
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
