Update app.py
Browse files
app.py
CHANGED
@@ -1,31 +1,21 @@
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from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
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import gradio as gr
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# Load the pre-trained model and tokenizer
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model_ckpt = "booba-uz/english-uzbek-translation_v1"
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tokenizer = AutoTokenizer.from_pretrained(model_ckpt)
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model = AutoModelForSeq2SeqLM.from_pretrained(model_ckpt)
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# Set source and target languages for the tokenizer
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tokenizer.src_lang = "en"
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tokenizer.tgt_lang = "uz"
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# Define the translation function
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def translator(input_text):
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inputs = tokenizer(input_text, return_tensors="pt")
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outputs = model.generate(**inputs, max_length=256)
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translated_text = tokenizer.decode(outputs[0], skip_special_tokens=True)
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return translated_text
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# Reset function for canceling the input
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def reset_input():
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return "", # Reset input text
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# Create Gradio interface with Submit and Cancel buttons
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demo = gr.Interface(
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fn=translator,
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inputs="text",
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outputs="text",
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)
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demo.launch(debug=True)
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from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
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import gradio as gr
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model_ckpt = "booba-uz/english-uzbek-translation_v1"
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tokenizer = AutoTokenizer.from_pretrained(model_ckpt)
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model = AutoModelForSeq2SeqLM.from_pretrained(model_ckpt)
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tokenizer.src_lang = "en"
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tokenizer.tgt_lang = "uz"
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def translator(input_text):
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if not input_text.strip() or len(input_text)<=2:
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return "Iltimos Gap kiriting"
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inputs = tokenizer(input_text, return_tensors="pt")
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outputs = model.generate(**inputs, max_length=256)
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translated_text = tokenizer.decode(outputs[0], skip_special_tokens=True)
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return translated_text
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demo = gr.Interface(
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fn=translator,
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inputs="text",
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outputs="text",
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)
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demo.launch(debug=True)
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