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1 Parent(s): fa8f4cf

Create app.py

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  1. app.py +14 -0
app.py ADDED
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+ from transformers import AutoTokenizer, AutoModelForCausalLM, TextGenerationPipeline
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+ import gradio as gr
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+
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+ model_id = "TinyLlama/TinyLlama-1.1B-Chat-v0.3"
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+ tokenizer = AutoTokenizer.from_pretrained(model_id)
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+ model = AutoModelForCausalLM.from_pretrained(model_id)
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+
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+ pipe = TextGenerationPipeline(model=model, tokenizer=tokenizer, max_new_tokens=200, do_sample=True)
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+
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+ def chat(user_input):
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+ res = pipe(user_input)[0]["generated_text"]
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+ return res[len(user_input):] # chỉ trả lời, không lặp lại câu hỏi
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+
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+ gr.Interface(fn=chat, inputs="text", outputs="text", title="🤖 TinyLlama Chatbot").launch()