def validate_config(data: dict) -> dict:
        """Convert to MIP config format."""
        errors = ConfigSchema().validate(data)
        if errors:
            for field, messages in errors.items():
                if isinstance(messages, dict):
                    for level, sample_errors in messages.items():
                        sample_id = data['samples'][level]['sample_id']
                        for sub_field, sub_messages in sample_errors.items():
                            LOG.error(f"{sample_id} -> {sub_field}: {', '.join(sub_messages)}")
                else:
                    LOG.error(f"{field}: {', '.join(messages)}")
            raise ConfigError('invalid config input', errors=errors)
Convert to MIP config format.