sentence-transformers How to use Bheri/e5large-en-sa-v1 with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("Bheri/e5large-en-sa-v1")
sentences = [
"Wherever and whenever they saw any creature, any dweller of the Khandava, escaping from the fire, those two great heroes immediately shot it down.",
"वयं पठाम ।",
"दि अमोङ्ग- अस् कुक्कुटस्य खण्डः पैरेडोलिया इत्यस्य उदाहरणम् अस्ति।\n",
"यत्र यत्र च दृश्यन्ते प्राणिनः खाण्डवालयाः। पलायन्तः प्रवीरौ तौ तत्र तत्राभ्यधावताम्॥"
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
