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Create app.py
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import gradio as gr
from transformers import AutoModelForCausalLM, AutoTokenizer
import torch
# Load fine-tuned model from Hugging Face
model_name = "syedmoinms/MoinRomanticBot" # βœ… Tumhara sahi model path
try:
tokenizer = AutoTokenizer.from_pretrained(model_name)
model = AutoModelForCausalLM.from_pretrained(model_name, torch_dtype=torch.float16, device_map="auto")
except Exception as e:
print(f"❌ Error loading model: {e}")
exit()
# Function to generate response
def chatbot(input_text):
inputs = tokenizer(input_text, return_tensors="pt").to("cuda" if torch.cuda.is_available() else "cpu")
with torch.no_grad():
outputs = model.generate(**inputs, max_length=150)
response = tokenizer.decode(outputs[0], skip_special_tokens=True)
return response
# Gradio interface
iface = gr.Interface(fn=chatbot, inputs="text", outputs="text", title="Moin Romantic Bot")
# Launch app
if __name__ == "__main__":
iface.launch(server_name="0.0.0.0", server_port=7860)