How to use sifat-febo/banglish-embed-tiny with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sifat-febo/banglish-embed-tiny") sentences = [ "সে একজন সুখী ব্যক্তি", "সে হ্যাপি কুকুর", "সে খুব সুখী মানুষ", "আজ একটি রৌদ্রোজ্জ্বল দিন" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4]
How to use sifat-febo/banglish-embed-tiny with Transformers.js:
// npm i @huggingface/transformers import { pipeline } from '@huggingface/transformers'; // Allocate pipeline const pipe = await pipeline('sentence-similarity', 'sifat-febo/banglish-embed-tiny');
