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Update app.py
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app.py
CHANGED
@@ -10,6 +10,25 @@ URLS = [
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"https://api-inference.huggingface.co/models/google/flan-ul2",
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"https://api-inference.huggingface.co/models/google/flan-t5-xxl",
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]
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def fetch(session, text, api_url):
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model = api_url.split("/")[-1]
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@@ -73,13 +92,24 @@ def app():
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def handle_display_history():
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display_history()
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gr.Interface(fn=predict_text, inputs=inputs, outputs=outputs, title=title, description=description).launch()
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if name == 'main':
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app()
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"https://api-inference.huggingface.co/models/google/flan-ul2",
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"https://api-inference.huggingface.co/models/google/flan-t5-xxl",
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]
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examples = [
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["Please answer to the following question. Who is going to be the next Ballon d'or?"],
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["Q: Can Barack Obama have a conversation with George Washington? Give the rationale before answering."],
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["Summarize the following text: Peter and Elizabeth took a taxi to attend the night party in the city. While in the party, Elizabeth collapsed and was rushed to the hospital. Since she was diagnosed with a brain injury, the doctor told Peter to stay besides her until she gets well. Therefore, Peter stayed with her at the hospital for 3 days without leaving."],
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["Please answer the following question: What is the boiling point of water?"],
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["Answer the following question by detailing your reasoning: Are Pokemons alive?"],
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["Translate to German: How old are you?"],
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["Generate a cooking recipe to make bolognese pasta:"],
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["Answer the following yes/no question by reasoning step-by-step. Can you write a whole Haiku in a single tweet?"],
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["Premise: At my age you will probably have learnt one lesson. Hypothesis: It's not certain how many lessons you'll learn by your thirties. Does the premise entail the hypothesis?"],
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["Answer the following question by reasoning step by step. The cafeteria had 23 apples. If they used 20 for lunch and bought 6 more, how many apples do they have?"],
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["""Q: Roger has 5 tennis balls. He buys 2 more cans of tennis balls. Each can has 3 tennis balls. How many tennis balls does he have now?
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A: Roger started with 5 balls. 2 cans of 3 tennis balls each is 6 tennis balls. 5 + 6 = 11. The answer is 11.
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Q: A juggler can juggle 16 balls. Half of the balls are golf balls, and half of the golf balls are blue. How many blue golf balls are there?"""],
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]
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title = "Flan UL2 vs Flan T5 XXL"
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description = "This demo compares [Flan-T5-xxl](https://huggingface.co/google/flan-t5-xxl) and [Flan-UL2](https://huggingface.co/google/flan-ul2). Learn more about these models in their model card!"
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def fetch(session, text, api_url):
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model = api_url.split("/")[-1]
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def handle_display_history():
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display_history()
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#gr.Interface(fn=predict_text, inputs=inputs, outputs=outputs, title=title, description=description).launch()
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#feedback_ui = gr.Interface(fn=handle_feedback, inputs=[inputs, feedback_box, feedback_text, feedback_button], outputs=gr.outputs.Textbox(label="Feedback Submitted"), title="Feedback", description="Please provide feedback on the model's response.")
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#display_history_ui = gr.Interface(fn=handle_display_history, inputs=display_history_button, outputs=gr.outputs.Textbox(label="Feedback History"), title="Feedback History", description="View history of feedback submissions.")
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#gr.Interface([feedback_ui, display_history_ui], columns=2, title="Flan Feedback").launch()
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io = gr.Interface(
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inference,
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gr.Textbox(lines=3),
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outputs=[gr.Textbox(lines=3, label="Flan T5-UL2"), gr.Textbox(lines=3, label="Flan T5-XXL")],
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title=title,
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description=description,
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examples=examples,
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)
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io.launch()
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if name == 'main':
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app()
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