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app.py
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import gradio as gr
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from transformers import pipeline
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# -------- MODEL --------
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text_model = pipeline("text-generation", model="distilgpt2")
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# -------- FUNCTION --------
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def respond(user_input, history):
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{"role": "assistant", "content": result}
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]
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# -------- UI --------
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with gr.Blocks() as demo:
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gr.Markdown("#
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chatbot = gr.Chatbot(type="messages") # β
IMPORTANT
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state = gr.State([])
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with gr.Row():
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inp = gr.Textbox(placeholder="
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btn = gr.Button("Send")
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btn.click(
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demo.launch()
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import gradio as gr
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from transformers import pipeline
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from diffusers import AutoPipelineForText2Image
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import torch
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# -------- TEXT MODEL --------
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text_model = pipeline("text-generation", model="distilgpt2")
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# -------- IMAGE MODEL (LIGHT) --------
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pipe = AutoPipelineForText2Image.from_pretrained(
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"stabilityai/sd-turbo",
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torch_dtype=torch.float32
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)
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pipe = pipe.to("cpu")
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# -------- FUNCTION --------
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def respond(user_input, history):
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if any(word in user_input.lower() for word in ["draw", "image", "generate", "picture"]):
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image = pipe(
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user_input,
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num_inference_steps=1,
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guidance_scale=0.0
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).images[0]
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history.append((user_input, "πΌοΈ Image generated"))
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return history, history, image
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else:
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result = text_model(user_input, max_length=80)[0]["generated_text"]
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history.append((user_input, result))
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return history, history, None
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# -------- UI --------
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with gr.Blocks() as demo:
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gr.Markdown("# AI Chat + Image (Stable Version)")
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chatbot = gr.Chatbot()
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image_output = gr.Image()
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state = gr.State([])
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with gr.Row():
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inp = gr.Textbox(placeholder="Ask or generate image...")
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btn = gr.Button("Send")
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btn.click(
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respond,
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[inp, state],
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[chatbot, state, image_output]
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)
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demo.launch()
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