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from bs4 import BeautifulSoup
import requests
def model_url_list():
url_list = []
for i in range(0, 5):
url_list.append(
f"https://huggingface.co/models?p={i}&sort=downloads&search=dreambooth")
return url_list
def data_scraping(url_list):
model_list = []
for url in url_list:
response = requests.get(url)
soup = BeautifulSoup(response.text, "html.parser")
div_class = 'grid grid-cols-1 gap-5 2xl:grid-cols-2'
div = soup.find('div', {'class': div_class})
for a in div.find_all('a', href=True):
model_list.append(a['href'])
return model_list
def get_model_list():
model_list = data_scraping(model_url_list())
for i in range(len(model_list)):
model_list[i] = model_list[i][1:]
best_model_list = [
"dreamlike-art/dreamlike-photoreal-2.0",
"dreamlike-art/dreamlike-diffusion-1.0",
"runwayml/stable-diffusion-v1-5",
"CompVis/stable-diffusion-v1-4",
"prompthero/openjourney",
]
model_list = best_model_list + model_list
return model_list
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