merve HF staff commited on
Commit
a26ce70
1 Parent(s): 1ffadc1

Update app.py

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Files changed (1) hide show
  1. app.py +20 -0
app.py CHANGED
@@ -95,6 +95,13 @@ def categorize(input):
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  return ttc(input)[0]["generated_text"]
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  with gr.Blocks(theme="abidlabs/Lime") as demo:
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  gr.Markdown("# TURNA 🐦")
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  gr.Markdown(DESCRIPTION)
@@ -112,6 +119,19 @@ with gr.Blocks(theme="abidlabs/Lime") as demo:
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  sentiment_submit.click(sentiment_analysis, inputs=[sentiment_input, sentiment_choice], outputs=sentiment_output)
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  sentiment_examples = gr.Examples(examples = sentiment_example, inputs = [sentiment_input, sentiment_choice], outputs=sentiment_output, fn=sentiment_analysis)
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  with gr.Tab("Text Categorization"):
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  gr.Markdown("TURNA fine-tuned on text categorization. Enter text to categorize text or try the example.")
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  with gr.Column():
 
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  return ttc(input)[0]["generated_text"]
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+ @spaces.GPU
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+ def turna(input):
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+ turna = pipeline(model="boun-tabi-LMG/TURNA", device=0)
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+
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+ return turna(input)[0]["generated_text"]
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+
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+
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  with gr.Blocks(theme="abidlabs/Lime") as demo:
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  gr.Markdown("# TURNA 🐦")
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  gr.Markdown(DESCRIPTION)
 
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  sentiment_submit.click(sentiment_analysis, inputs=[sentiment_input, sentiment_choice], outputs=sentiment_output)
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  sentiment_examples = gr.Examples(examples = sentiment_example, inputs = [sentiment_input, sentiment_choice], outputs=sentiment_output, fn=sentiment_analysis)
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+ with gr.Tab("TURNA 🐦"):
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+ gr.Markdown("Pre-trained TURNA. Enter text to start generating.")
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+ with gr.Column():
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+ with gr.Row():
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+ with gr.Column():
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+ text_gen_input = gr.Textbox(label="Text Generation Input")
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+
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+ text_gen_submit = gr.Button()
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+ text_gen_output = gr.Textbox(label="Text Generation Output")
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+ text_gen_submit.click(turna, inputs=[text_gen_input], outputs=text_gen_output)
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+ text_gen_example = "Bir varmış, bir yokmuş, evvel zaman içinde, kalbur saman içinde, uzak diyarların birinde bir turna"
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+ text_gen_examples = gr.Examples(examples = text_gen_example, inputs = [text_gen_input], outputs=text_gen_output, fn=turna)
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+
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  with gr.Tab("Text Categorization"):
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  gr.Markdown("TURNA fine-tuned on text categorization. Enter text to categorize text or try the example.")
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  with gr.Column():