Spaces:
Runtime error
Runtime error
import gradio as gr | |
from transformers import AutoTokenizer, AutoModelForSeq2SeqLM | |
model_name = "t5-small" | |
tokenizer = AutoTokenizer.from_pretrained(model_name) | |
model = AutoModelForSeq2SeqLM.from_pretrained(model_name) | |
def generate_text(input_text): | |
input_ids = tokenizer("summarize: " + input_text, return_tensors="pt", max_length=512, truncation=True).input_ids | |
outputs = model.generate(input_ids, max_length=150, num_return_sequences=1, no_repeat_ngram_size=2) | |
return tokenizer.decode(outputs[0], skip_special_tokens=True) | |
iface = gr.Interface( | |
fn=generate_text, | |
inputs=gr.Textbox(lines=5, label="Input Text"), | |
outputs=gr.Textbox(label="Generated Text"), | |
title="Text Generator", | |
description="Enter text to generate a summary or continuation." | |
) | |
iface.launch() |