Can’t you specify the Hibernate dialect and use
hibernate.dialect=org.hibernate.dialect.MySQLInnoDBDialect
Edit
From MySQL version > 5.1 this should be
hibernate.dialect=org.hibernate.dialect.MySQL5InnoDBDialect
to avoid running into this issue Using “TYPE = InnoDB” in MySQL throws exception