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import gradio as gr | |
from transformers import AutoTokenizer, T5ForConditionalGeneration | |
model_name = "umutbozdag/humanizer_model" | |
tokenizer = AutoTokenizer.from_pretrained(model_name) | |
model = T5ForConditionalGeneration.from_pretrained(model_name) | |
def humanize(text): | |
inputs = tokenizer(text, return_tensors="pt", max_length=128, truncation=True) | |
outputs = model.generate(**inputs, max_length=128) | |
return tokenizer.decode(outputs[0], skip_special_tokens=True) | |
iface = gr.Interface( | |
fn=humanize, | |
inputs=gr.Textbox(lines=5, label="Formal Text"), | |
outputs=gr.Textbox(label="Humanized Text"), | |
title="Text Humanizer", | |
description="Enter formal text to humanize it." | |
) | |
iface.launch() |