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Create app.py
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app.py
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import gradio as gr
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from transformers import AutoModelForCausalLM, AutoTokenizer
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# Load the model and tokenizer
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model_name = "sambanovasystems/SambaNova-Qwen2.5-Coder-Artifacts"
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tokenizer = AutoTokenizer.from_pretrained(model_name)
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model = AutoModelForCausalLM.from_pretrained(model_name)
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def generate_text(prompt):
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# Generate text using the model
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inputs = tokenizer.encode(prompt, return_tensors="pt")
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outputs = model.generate(inputs, max_length=100, num_return_sequences=1)
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text = tokenizer.decode(outputs[0], skip_special_tokens=True)
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return text
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# Build the Gradio interface
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with gr.Blocks() as demo:
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gr.Markdown("<h1 style='text-align: center;'>AI Text Generator</h1>")
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with gr.Row():
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with gr.Column():
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user_input = gr.Textbox(label="Input Prompt", placeholder="Enter your prompt here...")
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generate_btn = gr.Button("Generate Text")
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with gr.Column():
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output_text = gr.Textbox(label="Generated Text", readonly=True)
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generate_btn.click(generate_text, inputs=user_input, outputs=output_text)
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# Launch the app
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demo.launch(share=True, theme="macos", css=".gradio-container {background-color: #f0f0f0;}")
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