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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, TFGPT2LMHeadModel,TextGenerationPipeline
tokenizer = BertTokenizer.from_pretrained(".")
model = TFGPT2LMHeadModel.from_pretrained(".")
text_generator = TextGenerationPipeline(model, tokenizer)
def poem(cls, max_length):
txt = text_generator('[CLS]'+cls, max_length=int(max_length), do_sample=True)
return txt[0]['generated_text'].replace('[CLS]','').replace('[SEP]','').replace(' ','').replace('。','。\n')
iface = gr.Interface(
gr.Markdown(
"""
# 写一首诗
模型：https://huggingface.co./uer/gpt2-chinese-poem
"""),
fn=poem,
inputs=[
gr.Textbox("今晚提测又加班，BUG一堆改不完。", lines=1, label="请输入一句诗词:"),
gr.Number(66, label='字数:'),
],
outputs=gr.Textbox(lines=6))
iface.launch() |