Suchinthana's picture
Update app.py
512ea91 verified
raw
history blame contribute delete
821 Bytes
from transformers import AutoTokenizer
from transformers import pipeline
import gradio as gr
# Load tokenizer and generator
tokenizer = AutoTokenizer.from_pretrained('google/mt5-base')
generator3 = pipeline(model='Suchinthana/MT-5-Sinhala-Wikigen', tokenizer=tokenizer)
# Define the function for Gradio to use
def generate_sinhala_text(prompt):
generated_text = generator3("writeWiki:"+prompt, do_sample=True, max_length=75)[0]['generated_text']
return generated_text
# Define the function to display loader
def loading():
return "Loading... Please wait."
iface = gr.Interface(
fn=generate_sinhala_text,
inputs=gr.Textbox(label="Topic Here"),
outputs=gr.Textbox(lines=3, placeholder="Result Comes Here...", label="Output"),
live=loading # Add the loading function here
)
iface.launch()