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| import gradio as gr | |
| from model import TinyAdd2LLM, Add2ModelError | |
| # Load the model | |
| try: | |
| model = TinyAdd2LLM.load("model/add2_model.bin") | |
| except Exception as e: | |
| model = None | |
| print(f"Error loading model: {e}") | |
| def calculate(prompt): | |
| if model is None: | |
| return "Error: Model not loaded." | |
| try: | |
| ans = model.answer(prompt) | |
| return ans | |
| except Add2ModelError as e: | |
| return f"Error: {e}" | |
| except Exception as e: | |
| return f"Unexpected Error: {e}" | |
| # Build custom theme / UI | |
| with gr.Blocks( | |
| theme=gr.themes.Soft(primary_hue="indigo", secondary_hue="slate"), | |
| title="TinyAdd2LLM - Addition Calculator" | |
| ) as demo: | |
| gr.Markdown( | |
| """ | |
| # 🧮 TinyAdd2LLM | |
| This is a lightweight 10MB look-up-table "model" serving addition requests instantly. It supports addition of numbers from **0** to **2200**. | |
| ### Supported Prompt Formats: | |
| - `12 + 30` | |
| - `12 plus 30` | |
| - `add 12 and 30` | |
| - `what is 12 + 30?` | |
| - `what is 12 plus 30?` | |
| """ | |
| ) | |
| with gr.Row(): | |
| with gr.Column(): | |
| input_text = gr.Textbox( | |
| label="Your Prompt", | |
| placeholder="e.g. 12 + 30, what is 999 plus 999?, add 15 and 7", | |
| lines=1 | |
| ) | |
| submit_btn = gr.Button("Calculate", variant="primary") | |
| with gr.Column(): | |
| output_text = gr.Textbox(label="Result", interactive=False) | |
| submit_btn.click(fn=calculate, inputs=input_text, outputs=output_text) | |
| input_text.submit(fn=calculate, inputs=input_text, outputs=output_text) | |
| gr.Examples( | |
| examples=[ | |
| ["12 + 30"], | |
| ["add 15 and 7"], | |
| ["100 plus 55"], | |
| ["what is 999 + 999?"], | |
| ["2199 + 2199"] | |
| ], | |
| inputs=input_text | |
| ) | |
| if __name__ == "__main__": | |
| demo.launch() | |