import gradio as gr from transformers import AutoModelForSeq2SeqLM, AutoTokenizer # Load the model and tokenizer model_name = "facebook/codegen-350M-mono" tokenizer = AutoTokenizer.from_pretrained(model_name) model = AutoModelForSeq2SeqLM.from_pretrained(model_name) # Function to translate Python code to JavaScript def translate_code(python_code): inputs = tokenizer(python_code, return_tensors="pt", max_length=512, truncation=True) outputs = model.generate(**inputs, max_length=512, num_beams=5, early_stopping=True) translated_code = tokenizer.decode(outputs[0], skip_special_tokens=True) return translated_code # Gradio interface interface = gr.Interface( fn=translate_code, inputs="text", outputs="text", title="Python to JavaScript Code Translator", description="Paste your Python code, and it will be translated into JavaScript.", ) # Launch the app interface.launch()