Create app.py
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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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# Aapki exact Model ID yahan set kar di hai
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MODEL_ID = "Nebulixlabs/Nutral-Reasoning"
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print("Loading model...")
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generator = pipeline("text-generation", model=MODEL_ID)
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print("Model loaded successfully!")
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def generate_text(prompt, max_length, temperature):
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results = generator(
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prompt,
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max_new_tokens=max_length,
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temperature=temperature,
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do_sample=True if temperature > 0 else False
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)
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return results[0]['generated_text']
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with gr.Blocks() as demo:
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gr.Markdown(f"# Nutral Reasoning")
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with gr.Row():
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with gr.Column():
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input_text = gr.Textbox(lines=4, label="Input Prompt", placeholder="Type something here...")
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max_tokens = gr.Slider(minimum=10, maximum=512, value=100, step=10, label="Max New Tokens")
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temp = gr.Slider(minimum=0.1, maximum=1.0, value=0.7, step=0.1, label="Temperature")
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submit_btn = gr.Button("Generate")
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with gr.Column():
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output_text = gr.Textbox(lines=6, label="Generated Text")
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submit_btn.click(
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fn=generate_text,
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inputs=[input_text, max_tokens, temp],
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outputs=output_text
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)
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demo.launch()
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