Penalties for non-compliance with GMP standards in China include fines, suspension or revocation of manufacturing licenses, product recalls, and potential criminal charges. Companies may also face reputational damage and restrictions on market access. Regulatory authorities enforce these penalties to ensure public safety and maintain industry standards.