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Update app.py
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app.py
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@@ -1,7 +1,6 @@
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import gradio as gr
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import torch
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from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
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import time # Untuk simulasi delay
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# Load the model and tokenizer
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model_name = "maulanayyy/codet5_code_translation-v3" # Ganti dengan nama model yang benar
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@@ -12,7 +11,7 @@ model = AutoModelForSeq2SeqLM.from_pretrained(model_name)
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device = "cuda" if torch.cuda.is_available() else "cpu"
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model.to(device) # Pindahkan model ke GPU jika tersedia
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# Function to perform inference
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def translate_code(input_code):
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try:
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# Prepare the input text
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@@ -27,18 +26,14 @@ def translate_code(input_code):
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# Decode the output
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translated_code = tokenizer.decode(outputs[0], skip_special_tokens=True)
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# Simulate streaming output
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for char in translated_code:
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yield char # Mengirimkan karakter satu per satu
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time.sleep(0.05) # Simulasi delay untuk streaming (dapat disesuaikan)
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except Exception as e:
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print(f"Error during translation: {e}")
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# Create Gradio interface
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demo = gr.Interface(fn=translate_code, inputs="text", outputs="text", title="Java to C# Code Translator", description="Enter Java code to translate it to C#."
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# Launch the interface
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demo.launch(share=True)
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import gradio as gr
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import torch
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from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
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# Load the model and tokenizer
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model_name = "maulanayyy/codet5_code_translation-v3" # Ganti dengan nama model yang benar
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device = "cuda" if torch.cuda.is_available() else "cpu"
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model.to(device) # Pindahkan model ke GPU jika tersedia
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# Function to perform inference
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def translate_code(input_code):
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try:
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# Prepare the input text
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# Decode the output
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translated_code = tokenizer.decode(outputs[0], skip_special_tokens=True)
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return translated_code # Kembalikan hasil akhir
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except Exception as e:
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print(f"Error during translation: {e}")
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return "An error occurred during translation."
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# Create Gradio interface
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demo = gr.Interface(fn=translate_code, inputs="text", outputs="text", title="Java to C# Code Translator", description="Enter Java code to translate it to C#.")
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# Launch the interface
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demo.launch(share=True)
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