from sentence_transformers import SentenceTransformer

# download model
model = SentenceTransformer("rzkamalia/fine-tune-paraphrase-multilingual-MiniLM-L12-v2-version-2")

# run inference
sentences = [
    '...',
    '...',
    '...'
]
embeddings = model.encode(sentences)

# get the similarity scores for the embeddings
similarities = model.similarity(embeddings, embeddings)