tomkr000 commited on
Commit
63ccdfb
1 Parent(s): 39917a3

Create app.py

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  1. app.py +32 -0
app.py ADDED
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+ import gradio as gr
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+
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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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+
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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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+
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+ response = tokenizer.decode(chat_history_ids[:, bot_input_ids.shape[-1]:][0], skip_special_tokens=True)
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+
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+ history.append((message, response))
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+
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+ return history, history
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+
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+ chatbot = gr.Chatbot().style(color_map=("green", "pink"))
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+
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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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+
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+ demo.launch()