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import sys | |
import time | |
import os | |
import streamlit as st | |
import concurrent.futures | |
from random import randint | |
# initializing session_state | |
st.session_state['new']=True | |
if st.session_state.new==True: | |
os.system('pip install torch==1.10.2+cu113 torchvision==0.11.3+cu113 torchaudio===0.10.2+cu113 -f https://download.pytorch.org/whl/cu113/torch_stable.html') | |
os.system('pip install transformers') | |
st.session_state.new=False | |
from transformers import pipeline, set_seed | |
generator = pipeline('text-generation', model='openai-gpt') | |
def generate(initial_text, length=10, return_sequences=1): | |
set_seed(randint(1,1000)) | |
result = generator(initial_text, max_length = length, num_return_sequences = return_sequences) | |
return result[0]["generated_text"] | |
def slice(text, mak_length=10): | |
return text[-mak_length:] | |
def type_text(text): | |
for letter in text: | |
sys.stdout.write(letter) | |
time.sleep(0) | |
text = input("Enter something to begin with... ") | |
print(".\n.\n.\nGenerating\n.\n.\n.") | |
for _ in range(50): | |
result = generate(text) | |
text=slice(result) | |
with concurrent.futures.ThreadPoolExecutor() as executor: | |
executor.submit(type_text, result.replace(text,"")) | |
#Streamlit | |
st.title("Story AI") | |
st.markdown("<h1 style='text-align: center; color: white;'>I can generate intresting stories</h1>", unsafe_allow_html=True) | |
st.markdown('') | |
st.markdown('') | |