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import gradio as gr
from transformers import T5Tokenizer, T5ForConditionalGeneration
model_name = "t5-small" # Correct model for T5
tokenizer = T5Tokenizer.from_pretrained(model_name)
model = T5ForConditionalGeneration.from_pretrained(model_name)
def generate_comments(code):
inputs = tokenizer("Comment this code: " + code, return_tensors="pt")
outputs = model.generate(inputs["input_ids"], max_length=200, num_return_sequences=1)
commented_code = tokenizer.decode(outputs[0], skip_special_tokens=True)
return commented_code
iface = gr.Interface(
fn=generate_comments,
inputs="text",
outputs="text",
title="AI Code Commenter",
description="Upload your code and let AI add meaningful comments."
)
iface.launch() |