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import streamlit as st
from persist import persist, load_widget_state
from modelcards import CardData, ModelCard
from huggingface_hub import create_repo
def is_float(value):
try:
float(value)
return True
except:
return False
def get_card():
languages=st.session_state.languages or None
license=st.session_state.license or None
library_name = st.session_state.library_name or None
tags= [x.strip() for x in st.session_state.tags.split(',') if x.strip()]
tags.append("autogenerated-modelcard")
datasets= [x.strip() for x in st.session_state.datasets.split(',') if x.strip()] or None
metrics=st.session_state.metrics or None
model_name = st.session_state.model_name or None
model_description = st.session_state.model_description or None
#Model_details_text = st.session_state.Model_details_text or None
#Model_how_to = st.session_state.Model_how_to or None
authors = st.session_state.authors or None
paper_url = st.session_state.paper_url or None
github_url = st.session_state.github_url or None
bibtex_citations = st.session_state.bibtex_citations or None
emissions = float(st.session_state.emissions) if is_float(st.session_state.emissions) else None # BUG
# Handle any warnings...
do_warn = False
warning_msg = "Warning: The following fields are required but have not been filled in: "
if not languages:
warning_msg += "\n- Languages"
do_warn = True
if not license:
warning_msg += "\n- License"
do_warn = True
if do_warn:
st.error(warning_msg)
st.stop()
# Generate and display card
card_data = CardData(
language=languages,
license=license,
library_name=library_name,
tags=tags,
datasets=datasets,
metrics=metrics,
)
if emissions:
card_data.co2_eq_emissions = {'emissions': emissions}
card = ModelCard.from_template(
card_data,
template_path='template.md',
model_id=model_name,
# Template kwargs:
model_description=model_description,
license=license,
authors=authors,
paper_url=paper_url,
github_url=github_url,
bibtex_citations=bibtex_citations,
emissions=emissions
)
return card
def main():
card = get_card()
card.save('current_card.md')
view_raw = st.sidebar.checkbox("View Raw")
if view_raw:
st.text(card)
else:
st.markdown(card.text, unsafe_allow_html=True)
with st.sidebar:
with st.form("Upload to 🤗 Hub"):
st.markdown("Use a token with write access from [here](https://hf.co/settings/tokens)")
token = st.text_input("Token", type='password')
repo_id = st.text_input("Repo ID")
submit = st.form_submit_button('Upload to 🤗 Hub')
if submit:
if len(repo_id.split('/')) == 2:
repo_url = create_repo(repo_id, exist_ok=True, token=token)
card.push_to_hub(repo_id, token=token)
st.success(f"Pushed the card to the repo [here]({repo_url}!")
else:
st.error("Repo ID invalid. It should be username/repo-name. For example: nateraw/food")
if __name__ == "__main__":
load_widget_state()
main() |