Shankhdhar commited on
Commit
5ac86dd
·
1 Parent(s): e0a93d8

Create app.py

Browse files
Files changed (1) hide show
  1. app.py +10 -0
app.py ADDED
@@ -0,0 +1,10 @@
 
 
 
 
 
 
 
 
 
 
 
1
+ import streamlit as st
2
+ from transformers import AutoTokenizer, AutoModelWithLMHead
3
+ from transformers import pipeline
4
+ model_ckpt = "flax-community/gpt2-rap-lyric-generator"
5
+ tokenizer = AutoTokenizer.from_pretrained(model_ckpt,from_flax=True)
6
+ model = AutoModelWithLMHead.from_pretrained(model_ckpt,from_flax=True)
7
+ text_generation = pipeline("text-generation", model=model, tokenizer=tokenizer)
8
+ prefix_text = st.text_input("Enter the prefix text", default_value_goes_here)
9
+ generated_text= text_generation(prefix_text, max_length=500, do_sample=True)[0]
10
+ st.write(generated_text['generated_text'])