tahreem004 commited on
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Create app.py

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  1. app.py +21 -0
app.py ADDED
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+ from transformers import AutoModelForCausalLM, AutoTokenizer, pipeline
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+ import gradio as gr
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+
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+ model_id = "TheBloke/MelloGPT-AWQ" # or replace with another MelloGPT variant
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+
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+ # Load the tokenizer and model
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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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+ # Create a text generation pipeline
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+ generator = pipeline("text-generation", model=model, tokenizer=tokenizer)
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+
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+ # Define chatbot logic
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+ def chatbot(prompt):
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+ response = generator(prompt, max_new_tokens=150, temperature=0.7)
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+ return response[0]["generated_text"]
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+
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+ # Gradio interface
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+ demo = gr.Interface(fn=chatbot, inputs="text", outputs="text", title="🧠 MelloGPT Mental Health Bot")
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+
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+ demo.launch()