mrpadamsingh commited on
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Create app.py

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  1. app.py +23 -0
app.py ADDED
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+ import gradio as gr
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+ from transformers import AutoTokenizer, AutoModelForCausalLM, pipeline
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+
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+ tokenizer = AutoTokenizer.from_pretrained("deepseek-ai/deepseek-coder-6.7b-instruct", trust_remote_code=True)
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+ model = AutoModelForCausalLM.from_pretrained("deepseek-ai/deepseek-coder-6.7b-instruct", trust_remote_code=True, device_map="auto")
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+
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+ generator = pipeline("text-generation", model=model, tokenizer=tokenizer)
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+
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+ def generate_website_code(prompt):
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+ formatted_prompt = f"<|user|>\n{prompt}\n<|assistant|>\n"
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+ result = generator(formatted_prompt, max_new_tokens=1024, do_sample=True, temperature=0.7)
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+ code = result[0]['generated_text'].split("<|assistant|>")[-1].strip()
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+ return code
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+
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+ demo = gr.Interface(
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+ fn=generate_website_code,
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+ inputs=gr.Textbox(lines=3, label="Describe your website idea"),
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+ outputs=gr.Code(label="Generated HTML/CSS/JS Code"),
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+ title="WebX — AI Website Generator",
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+ description="Turn your website ideas into code using DeepSeek Coder."
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+ )
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+
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+ demo.launch()