from abc import ABC, abstractmethod import markdown from bs4 import BeautifulSoup, Comment class ComplianceCheck(ABC): @abstractmethod def run_check(self, card: BeautifulSoup) -> bool: raise NotImplementedError class ModelProviderIdentityCheck(ComplianceCheck): def run_check(self, card: BeautifulSoup): try: model_description = card.find("h3", string="Model Description") description_list = model_description.find_next_siblings()[0] developer = description_list.find(string="Developed by:").parent.next_sibling.strip() if developer == "[More Information Needed]": return False, None return True, developer except AttributeError: return False, None class IntendedPurposeCheck(ComplianceCheck): def run_check(self, card: BeautifulSoup): try: direct_use = card.find("h3", string="Direct Use") direct_use_content = "" sibling_gen = direct_use.nextSiblingGenerator() sibling = next(sibling_gen) while sibling.name != "h3": if not isinstance(sibling, Comment): direct_use_content = direct_use_content + sibling.text sibling = next(sibling_gen) if direct_use_content.strip() == "[More Information Needed]": return False, None return True, None except AttributeError: return False, None class ComplianceSuite: def __init__(self, checks): self.checks = checks def run(self, model_card): model_card_html = markdown.markdown(model_card) card_soup = BeautifulSoup(model_card_html, features="html.parser") return [c.run_check(card_soup) for c in self.checks]