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Create app.py
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app.py
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import gradio as gr
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def chat(message, history):
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new_user_input_ids = tokenizer.encode(message + tokenizer.eos_token, return_tensors='pt')
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bot_input_ids = torch.cat([chat_history_ids, new_user_input_ids], dim=-1) if step > 0 else new_user_input_ids
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chat_history_ids = model.generate(
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bot_input_ids, max_length=200,
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pad_token_id=tokenizer.eos_token_id,
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no_repeat_ngram_size=3,
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do_sample=True,
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top_k=100,
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top_p=0.7,
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temperature = 0.8
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)
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response = tokenizer.decode(chat_history_ids[:, bot_input_ids.shape[-1]:][0], skip_special_tokens=True)
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history.append((message, response))
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return history, history
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chatbot = gr.Chatbot().style(color_map=("green", "pink"))
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demo = gr.Interface(
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chat,
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["text", "state"],
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[chatbot, "state"],
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allow_flagging="never",
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)
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demo.launch()
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