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Henry Hickman commited on
Commit ·
0a8b56b
1
Parent(s): ffc81c0
Reverting to gpt-2 until I get a GPU
Browse files
app.py
CHANGED
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@@ -1,48 +1,28 @@
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import gradio as gr
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from transformers import pipeline
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pipe = pipeline(
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"text-generation",
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model="microsoft/Phi-3-mini-4k-instruct",
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device=-1, # <-- forces CPU
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max_new_tokens=300
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)
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def explain_code(code, level):
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prompt = f"Explain
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result = pipe(prompt)[0]["generated_text"]
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explanation = result[len(prompt):].strip()
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return explanation
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"
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"JavaScript"
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}
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}
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"""
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with gr.Blocks(css=custom_css, title="💡 Code Explainer") as demo:
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gr.Markdown("### Enter code and get a natural language explanation.")
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lang = gr.Radio(["Python", "C", "JavaScript", "Other"], value="Python", label="Language")
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code = gr.Code(language="python", label="Code", lines=12)
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output = gr.Textbox(label="Explanation", lines=8)
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lang.change(fn=update_language, inputs=lang, outputs=code)
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btn = gr.Button("Explain Code")
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btn.click(fn=explain_code, inputs=[code, lang], outputs=output)
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import gradio as gr
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from transformers import pipeline
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pipe = pipeline("text-generation", model="gpt2", max_new_tokens=200)
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def explain_code(code, level):
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prompt = f"Explain what the following {level.lower()} code does:\n\n{code}\n\nExplanation:"
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result = pipe(prompt)[0]["generated_text"]
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explanation = result[len(prompt):].strip()
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return explanation
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iface = gr.Interface(
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fn=explain_code,
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inputs=[
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gr.Textbox(lines=12, label="Paste your code here"),
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gr.Radio(["Python", "C", "JavaScript", "Other"], label="Language", value="Python")
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],
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outputs=gr.Textbox(label="Explanation", lines=8),
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title="💡 Code Explainer",
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description="Enter code and get a natural language explanation.",
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theme="soft",
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examples=[
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["for i in range(5): print(i*i)", "Python"],
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["for(int i=0;i<5;i++){System.out.println(i*i);}", "C"],
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]
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)
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iface.launch()
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