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'''
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, GPT2LMHeadModel,TextGenerationPipeline
tokenizer = BertTokenizer.from_pretrained(".")
model = GPT2LMHeadModel.from_pretrained(".")
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() |