Hawoly18 commited on
Commit
11aeb76
1 Parent(s): 7ac8e0b

Update app.py

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  1. app.py +50 -0
app.py CHANGED
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+ import gradio as gr
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+ from transformers import AutoTokenizer, AutoModelForCausalLM
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+ from typing import List, Tuple
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+
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+
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+ model_name = "Hawoly18/Adia_Llama3.1"
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+
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+ tokenizer = AutoTokenizer.from_pretrained(model_name)
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+ model = AutoModelForCausalLM.from_pretrained(model_name)
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+
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+ def respond(
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+ message: str,
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+ history: List[Tuple[str, str]],
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+ system_message: str,
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+ max_tokens: int,
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+ temperature: float,
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+ top_p: float,
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+ ) -> str:
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+
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+ prompt = system_message
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+ for user_msg, assistant_msg in history:
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+ prompt += f"\nUser: {user_msg}\nAssistant: {assistant_msg}"
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+ prompt += f"\nUser: {message}\nAssistant:"
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+
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+
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+ inputs = tokenizer(prompt, return_tensors="pt")
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+ outputs = model.generate(
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+ **inputs,
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+ max_length=max_tokens,
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+ temperature=temperature,
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+ top_p=top_p,
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+ do_sample=True,
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+ )
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+ response = tokenizer.decode(outputs[0], skip_special_tokens=True).split("Assistant:")[-1].strip()
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+ return response
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+
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+
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+ demo = gr.ChatInterface(
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+ respond,
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+ additional_inputs=[
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+ gr.Textbox(value="You are a friendly Chatbot.", label="System message"),
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+ gr.Slider(minimum=1, maximum=2048, value=512, step=1, label="Max new tokens"),
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+ gr.Slider(minimum=0.1, maximum=4.0, value=0.7, step=0.1, label="Temperature"), # Fixed syntax error
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+ gr.Slider(minimum=0.1, maximum=1.0, value=0.95, step=0.05, label="Top-p (nucleus sampling)"),
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+ ],
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+ title="Chatbot Interface"
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+ )
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+
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+ if __name__ == "__main__":
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+ demo.launch()