Spaces:
Runtime error
Runtime error
Jesus Carrasco
commited on
Commit
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07a4801
1
Parent(s):
6c32553
Update app.py
Browse files
app.py
CHANGED
@@ -2,45 +2,19 @@ import gradio as gr
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from gradio import inputs, outputs
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from transformers import MarianMTModel, MarianTokenizer
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# Define the translator function
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def translate_text(text, target_language):
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model_name = {
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"Spanish": "Helsinki-NLP/opus-mt-en-es",
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"French": "Helsinki-NLP/opus-mt-en-fr",
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"Italian": "Helsinki-NLP/opus-mt-en-it",
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"Ukrainian": "Helsinki-NLP/opus-mt-en-uk",
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}
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tokenizer = MarianTokenizer.from_pretrained(model_name[target_language])
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model = MarianMTModel.from_pretrained(model_name[target_language])
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# Tokenize the input text
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input_tokens = tokenizer(text, return_tensors="pt")
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# Generate translated tokens
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translated_tokens = model.generate(**input_tokens)
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# Decode the translated tokens
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translated_text = tokenizer.decode(translated_tokens[0], skip_special_tokens=True)
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return translated_text
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# Define the translator function
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def translate_text(text, target_language):
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# ... (the rest of the code)
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inputs.Textbox(lines=5, label="Enter text to translate:"),
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inputs.Dropdown(choices=language_options, label="Select target language:"),
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iface = gr.Interface(fn=translate_text, inputs=inputs, outputs=outputs, title="Language Translator")
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# Launch the Hugging Face Spaces app
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iface.launch()
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from gradio import inputs, outputs
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from transformers import MarianMTModel, MarianTokenizer
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# Define the translator function
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def translate_text(text, target_language):
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# ... (the rest of the code)
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# Define the Gradio interface
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language_options = ["Spanish", "French", "Italian", "Ukrainian"]
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inputs = [
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inputs.Textbox(lines=5, label="Enter text to translate:"),
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inputs.Dropdown(choices=language_options, label="Select target language:"),
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]
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outputs = outputs.Textbox(label="Translated text:")
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iface = gr.Interface(fn=translate_text, inputs=inputs, outputs=outputs, title="Language Translator")
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# Launch the Hugging Face Spaces app
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iface.launch()
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