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Create app.py

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  1. app.py +24 -0
app.py ADDED
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+ import gradio as gr
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+ from transformers import AutoTokenizer, AutoModelForCausalLM, pipeline
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+
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+ model_name = "google/gemma-2b-it"
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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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+ pipe = pipeline("text-generation", model=model, tokenizer=tokenizer)
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+
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+ def chat(user_input, history=[]):
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+ prompt = f"<start_of_turn>user\n{user_input}<end_of_turn>\n<start_of_turn>model\n"
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+ result = pipe(prompt, max_new_tokens=256, do_sample=True, temperature=0.7)
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+ response = result[0]["generated_text"].split("<start_of_turn>model\n")[-1].strip()
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+ history.append((user_input, response))
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+ return history, history
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+
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+ gr.ChatInterface(
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+ fn=chat,
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+ title="🤖 Mobe 2.0 - Your Personal AI",
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+ description="Welcome to Mobe 2.0 – Powered by Gemma 2B | Developed by Ronobir",
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+ theme="soft",
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+ examples=["তুমি কে?", "Python দিয়ে কিভাবে ফাংশন বানায়?", "AI কীভাবে কাজ করে?"]
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+ ).launch()