It is not a simple answer---a minority interest (which is what a 10% stake is) is typically discounted for valuation purposes. Is your 10% interest freely transferable or permitted to be pledged as collateral? (most private LLCs typically have transferability restrictions of some sort).
Put another way, that potential $1M of collateral isn't very meaningful to a lender if the lender has no way of accessing that value.