I stayed at Rose de l'Aubrac and also highly recommend it. I was there in July of last year. The space was lovely. And the food -- !!
I stayed in the dorm on the second floor, but got a peek at the private rooms and they were just as lovely.
Our meal: veggie soup, salad, mushroom quiche, potato/cheese casserole with creme fraiche and garlic. Dessert of bread pudding. Breakfast: French toast, orange cake of some sort, other baked things, OJ, etc. All served around a square table downstairs, with the kitchen in view. Also in the dining room are pictures of the renovation of the building.
I found the owners to be quiet when I first arrived. But at the meal times, we engaged with them and they were very nice and welcoming. (I speak French, as did all staying there that night, so I don't recall if they know English.)
The next day, I met folks who had stayed in the other Gite and when they heard about ours they wished they had stayed at La Rose instead.