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Update app.py
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app.py
CHANGED
@@ -1,7 +1,6 @@
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import gradio as gr
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from transformers import MarianMTModel, MarianTokenizer
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import torch
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import re
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# Load the model and tokenizer from the Hub
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model_name = "Dddixyy/latin-italian-translatorV2"
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@@ -10,24 +9,14 @@ model = MarianMTModel.from_pretrained(model_name)
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# Translation function
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def translate_latin_to_italian(latin_text):
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sentence = sentence[0].lower() + sentence[1:]
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inputs = tokenizer(sentence, return_tensors="pt", padding=True, truncation=True)
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with torch.no_grad():
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generated_ids = model.generate(inputs["input_ids"])
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translation = tokenizer.batch_decode(generated_ids, skip_special_tokens=True)
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translated_sentences.append(translation[0])
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# Reassemble the translated sentences and keep original line breaks
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translated_text = ' '.join(translated_sentences)
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return translated_text
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# Define the Gradio interface
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interface = gr.Interface(
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import gradio as gr
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from transformers import MarianMTModel, MarianTokenizer
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import torch
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# Load the model and tokenizer from the Hub
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model_name = "Dddixyy/latin-italian-translatorV2"
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# Translation function
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def translate_latin_to_italian(latin_text):
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# Make the first letter lowercase if the input is not empty
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if latin_text:
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latin_text = latin_text[0].lower() + latin_text[1:]
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inputs = tokenizer(latin_text, return_tensors="pt", padding=True, truncation=True)
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with torch.no_grad():
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generated_ids = model.generate(inputs["input_ids"])
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translation = tokenizer.batch_decode(generated_ids, skip_special_tokens=True)
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return translation[0]
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# Define the Gradio interface
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interface = gr.Interface(
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