suusuu93 commited on
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f45f630
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1 Parent(s): 5676446

Update app.py

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  1. app.py +11 -9
app.py CHANGED
@@ -2,19 +2,21 @@ import gradio as gr
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  from transformers import AutoModelForCausalLM, AutoTokenizer
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  import torch
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  tokenizer = AutoTokenizer.from_pretrained("microsoft/DialoGPT-small")
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  model = AutoModelForCausalLM.from_pretrained("microsoft/DialoGPT-small")
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- def chatbot(message):
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- input_ids = tokenizer.encode(message + tokenizer.eos_token, return_tensors='pt')
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- output = model.generate(input_ids, max_length=1000, pad_token_id=tokenizer.eos_token_id)
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- reply = tokenizer.decode(output[:, input_ids.shape[-1]:][0], skip_special_tokens=True)
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- return "🐱 Dr. Ask: " + reply
 
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  demo = gr.Interface(fn=chatbot,
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- inputs=gr.Textbox(label="Bạn muốn hỏi gì?"),
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- outputs=gr.Textbox(label="Trả lời từ Dr. Ask"),
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- title="🐱 Dr. Ask Chatbot",
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- description="Tư vấn AI thân thiện — powered by DialoGPT-small")
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  demo.launch()
 
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  from transformers import AutoModelForCausalLM, AutoTokenizer
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  import torch
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+ # Tải mô hình chỉ 1 lần duy nhất
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  tokenizer = AutoTokenizer.from_pretrained("microsoft/DialoGPT-small")
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  model = AutoModelForCausalLM.from_pretrained("microsoft/DialoGPT-small")
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+ # Hàm chat đơn giản
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+ def chatbot(msg):
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+ input_ids = tokenizer.encode(msg + tokenizer.eos_token, return_tensors='pt')
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+ output_ids = model.generate(input_ids, max_length=100, pad_token_id=tokenizer.eos_token_id)
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+ reply = tokenizer.decode(output_ids[:, input_ids.shape[-1]:][0], skip_special_tokens=True)
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+ return f"🐱 Dr. Ask: {reply}"
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  demo = gr.Interface(fn=chatbot,
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+ inputs=gr.Textbox(label="Bạn hỏi gì nè?"),
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+ outputs=gr.Textbox(label="Dr. Ask trả lời"),
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+ title="🐱 Dr. Ask AI",
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+ theme="default")
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  demo.launch()