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Update app.py
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app.py
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import gradio as gr
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with gr.Blocks() as demo:
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demo.launch()
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import gradio as gr
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examples = [
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'Kuchli yomg‘irlar tufayli bir qator <mask> kuchli sel oqishi kuzatildi.',
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'Shu munosabat bilan O‘zbekiston Prezidenti global inqiroz sharoitida savdo-iqtisodiy hamkorlikni <mask> va hududlararo aloqalarni rivojlantirishning muhim masalalariga to‘xtalib o‘tdi.',
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]
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def fn(text):
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uzroberta_v1 = pipeline("fill-mask", model="sinonimayzer/UzRoBERTa-v1")
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roberta_1_8_v2 = pipeline("fill-mask", model="sinonimayzer/roberta-1.8-v2")
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return [
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uzroberta_v1(text),
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roberta_1_8_v2(text)
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]
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demo = gr.load(
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fn,
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inputs=gr.Textbox(lines=5, max_lines=6, label="Input"),
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outputs=[gr.Label(label="UzRoBERTa-v1"), gr.Label(label="roberta-1.8-v2")],
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examples=examples,
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src="models",
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)
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# with gr.Blocks() as demo:
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# with gr.Tab("UzRoBERTa-v1"):
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# gr.load("sinonimayzer/UzRoBERTa-v1", src="models")
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# with gr.Tab("roberta-1.8-v2"):
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# gr.load("sinonimayzer/roberta-1.8-v2", src="models")
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# demo.launch()
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