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Create app.py

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  1. app.py +14 -0
app.py ADDED
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+ import gradio as gr
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+ from transformers import AutoModelForCausalLM, AutoTokenizer
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+ import torch
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+
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+ tokenizer = AutoTokenizer.from_pretrained("dbddv01/gpt2-french-small")
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+ model = AutoModelForCausalLM.from_pretrained("dbddv01/gpt2-french-small")
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+
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+ def repondre(prompt):
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+ inputs = tokenizer(prompt, return_tensors="pt")
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+ outputs = model.generate(**inputs, max_length=100, pad_token_id=tokenizer.eos_token_id)
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+ return tokenizer.decode(outputs[0], skip_special_tokens=True)
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+
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+ iface = gr.Interface(fn=repondre, inputs="text", outputs="text", title="Assistant IA GPT-2 (FR)")
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+ iface.launch()