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Create app.txt
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app.txt
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import gradio as gr
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from transformers import MT5ForConditionalGeneration, MT5Tokenizer
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model_name = "SeyedAli/Persian-to-English-Translation-mT5-V1"
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tokenizer = MT5Tokenizer.from_pretrained(model_name)
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model = MT5ForConditionalGeneration.from_pretrained(model_name)
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text_input = gr.TextArea(label="جمله فارسی",text_align="right",rtl=True,type="text")
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text_output = gr.TextArea(label="ترجمه انگلیسی",text_align="right",rtl=True,type="text")
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def Translate(text, **generator_args):
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input_ids = tokenizer.encode(input_string, return_tensors="pt")
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res = model.generate(input_ids, **generator_args)
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output = tokenizer.batch_decode(res, skip_special_tokens=True)
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print(output)
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return output
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iface = gr.Interface(fn=Translate, inputs=text_input, outputs=text_output)
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iface.launch(share=False)
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