'''
Author: zuojianghua
Date: 2022-07-06 10:40:08
LastEditTime: 2022-07-07 17:03:34
LastEditors: zuojianghua
Description: 
FilePath: /zuo/app.py
'''
import gradio as gr
from transformers import BertTokenizer, TFGPT2LMHeadModel,TextGenerationPipeline
tokenizer = BertTokenizer.from_pretrained("./tokenizer_config.json")
model = TFGPT2LMHeadModel.from_pretrained("./config.json")
text_generator = TextGenerationPipeline(model, tokenizer) 

def poem(cls):
    txt = text_generator('[CLS]'+cls, max_length=100, do_sample=True)
    return txt 

iface = gr.Interface(
  fn=poem, 
  inputs=gr.Textbox(lines=1, placeholder="春眠不觉晓，"),
  outputs="text")
iface.launch()