Spaces:
Sleeping
Sleeping
Mohamed Aymane Farhi
commited on
Commit
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9c8ab75
1
Parent(s):
82d8458
Add other models
Browse files
app.py
CHANGED
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@@ -1,16 +1,31 @@
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import gradio as gr
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from transformers import pipeline
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def predict(text):
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demo = gr.Interface(
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demo.launch()
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import gradio as gr
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from transformers import pipeline
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models = [
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"Helsinki-NLP/opus-mt-en-ber",
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"Helsinki-NLP/opus-mt-ber-en",
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"Helsinki-NLP/opus-mt-fr-ber",
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"Helsinki-NLP/opus-mt-ber-fr",
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"Helsinki-NLP/opus-mt-es-ber",
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"Helsinki-NLP/opus-mt-ber-es",
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"Helsinki-NLP/opus-mt-kab-en"
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]
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pipes = {}
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def predict(text, model):
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if model not in pipes:
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pipes[model] = pipeline("translation", model=model)
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pipe = pipes[model]
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return pipe(text)[0]['translation_text']
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demo = gr.Interface(
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fn=predict,
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inputs=[
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gr.Textbox(lines=5, label="Input Text"),
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gr.Dropdown(models, label="Model")
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],
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outputs='text',
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)
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demo.launch()
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