Update app.py
Browse files
app.py
CHANGED
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import gradio as gr
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from transformers import pipeline
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# Load
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pipe = pipeline(
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"text-generation",
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model="Pisethan/khmer-lesson-model",
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tokenizer="Pisethan/khmer-lesson-model"
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)
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#
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def generate_lesson(grade, topic, level):
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prompt = f"""Generate a Khmer math lesson plan.
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output = pipe(prompt, max_new_tokens=200, do_sample=True, temperature=0.7)
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return output[0]['generated_text']
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import gradio as gr
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from transformers import pipeline
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# Load model from Hugging Face Hub
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pipe = pipeline(
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"text-generation",
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model="Pisethan/khmer-lesson-model",
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tokenizer="Pisethan/khmer-lesson-model"
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)
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# Define dropdown options
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grade_options = ["1", "2", "3", "4", "5", "6"]
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topic_options = ["Addition", "Subtraction", "Counting", "Number Recognition", "Multiplication", "Division"]
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level_options = ["Beginner", "Intermediate", "Advanced"]
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# Function: single lesson
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def generate_lesson(grade, topic, level):
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prompt = f"""Generate a Khmer math lesson plan.
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output = pipe(prompt, max_new_tokens=200, do_sample=True, temperature=0.7)
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return output[0]['generated_text']
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# Function: auto generate all combinations
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def generate_all_lessons():
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results = ""
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for grade in grade_options:
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for topic in topic_options:
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for level in level_options:
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prompt = f"""Generate a Khmer math lesson plan.
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Grade: {grade}
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Topic: {topic}
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TaRL Level: {level}"""
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output = pipe(prompt, max_new_tokens=200, do_sample=True, temperature=0.7)
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lesson = output[0]["generated_text"]
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results += f"πΉ ααααΆαα {grade} | {topic} | {level}\n{lesson}\n\n{'-'*50}\n\n"
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return results
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# Gradio UI layout
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with gr.Blocks() as demo:
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gr.Markdown("## π€ α’ααααααα½ααααααΎααααααααα·ααα·ααααΆ")
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gr.Markdown("ααααΎαααΎαααααΆαα αααααΆααα αα·αααααα·ααα·ααα αα½α
α
α»α
αααααΎααααααα α¬α
α»α
αααΌαα»αααΆαααααααααααΆαααααααΎααααααααΆααα’ααα")
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with gr.Row():
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grade = gr.Dropdown(choices=grade_options, label="ααααΆαα (Grade)", value="1")
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topic = gr.Dropdown(choices=topic_options, label="αααααΆααα (Topic)", value="Addition")
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level = gr.Dropdown(choices=level_options, label="ααααα·ααα·ααα (TaRL Level)", value="Beginner")
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output_box = gr.Textbox(label="π Khmer Lesson Plan", lines=12)
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with gr.Row():
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generate_btn = gr.Button("β
αααααΎαααααα")
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generate_all_btn = gr.Button("π§ αααααΎααααααααΆααα’αα")
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clear_btn = gr.Button("π§Ή αααα’αΆα")
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generate_btn.click(fn=generate_lesson, inputs=[grade, topic, level], outputs=output_box)
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generate_all_btn.click(fn=generate_all_lessons, outputs=output_box)
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clear_btn.click(fn=lambda: "", outputs=output_box)
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demo.launch()
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