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1# Load model directly
2from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
3
4tokenizer = AutoTokenizer.from_pretrained("Helsinki-NLP/opus-mt-en-mul")
5model = AutoModelForSeq2SeqLM.from_pretrained("sarwarshafee8709809365/opus-mt-en-bn")
6
7# Input sentence (English to Bangla)
8input_text = "It is raining outside heavily"
9
10# Tokenize input
11inputs = tokenizer(input_text, return_tensors="pt")
12
13# Generate translation
14outputs = model.generate(**inputs)
15
16# Decode output
17translated_text = tokenizer.decode(outputs[0], skip_special_tokens=True)
18
19print(translated_text)