Valerioweb commited on
Commit
fe31714
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1 Parent(s): 935fd6a

Create app.py

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  1. app.py +17 -0
app.py ADDED
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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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+
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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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+
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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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+
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+
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+ iface = gr.Interface(launch, inputs="text", outputs="text")
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+ iface.launch()