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