sentence-transformers How to use Bheri/ithasa-mmbert with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("Bheri/ithasa-mmbert")
sentences = [
"\"Now, take a look at the URL.\"",
"Sanskrit: जीवाणु: पृथिव्यां विद्यमान: सर्वापेक्षया लघिष्ठ: जीव:।\nEnglish: Bacteria are the simplest and smallest organisms found on earth.",
"Sanskrit: अहमस्य चित्रस्य विषये भवते किमपि वक्तुमिच्छामि ।\nEnglish: I want to tell you something about this image .",
"Sanskrit: \"अधुना, URL पश्याम ।\"\nEnglish: \"Now, take a look at the URL.\""
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
