sentence-transformers How to use headlesstech/semantic_xlmr with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("headlesstech/semantic_xlmr")
sentences = [
"আমি বাংলায় গান গাই",
"I sing in Bangla",
"I sing in Bengali",
"I sing in English",
"আমি গান গাই না "
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [5, 5]
