Yes, you can do this. We also suggest you do the same because carrying/taking your own sleeping bag and down jacket will be more reliable for you during the trek because you can fully trust in your equipment. But, some trekking companies also provide sleeping bag and the down jacket which may be fresh and reliable enough.