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Create app.py
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app.py
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from transformers import AutoModelForCausalLM, AutoTokenizer
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import gradio as gr
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import torch
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tokenizer = AutoTokenizer.from_pretrained("facebook/m2m100_418M")
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model = AutoModelForSeq2SeqLM.from_pretrained("facebook/m2m100_418M")
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def launch(input):
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tokenizer.src_lang = "en"
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encoded_hi = tokenizer(hi_text, return_tensors="pt")
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generated_tokens = model.generate(**encoded_hi, forced_bos_token_id=tokenizer.get_lang_id("it"))
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response = tokenizer.batch_decode(generated_tokens, skip_special_tokens=True)
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return response
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iface = gr.Interface(launch, inputs="text", outputs="text")
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iface.launch()
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