Here is my 2 cents:
The weight will not all come back because you stop doing keto, but the odds are that you will regain weight (keto or no keto). Losing weight is lot easier than maintaining weight loss. The data is pretty clear on this point. Keeping the weight off is the true battle. You can skew the odds more towards your favor based on how you lose the weight.
In the first first couple weeks after you start eating carbs and you exit ketosis, expect a 5% (by current bodyweight) regain due to water/glycogen (this is totally normal and healthy). After that, whether or not you regain fat will depend on how diligent you are during maintenance. Plenty of folks have successfully maintained weight loss with a healthy diet whether that’s vegan, keto, paleo, whole 30, etc. If you go back to poor eating habits and terrible food (SAD diet), you’re just about guaranteed to regain the weight.
If you ascribe to “set point theory”, (and I do), your body will likely fight to regain weight. My understanding is that this is true regardless of whether or not you drop the weight via keto. If you lose the 50lbs quickly, and if you intentionally calorie restrict in the process, thereby artificially reducing your resting metabolic rate, the odds of weight regain increase.
My 2 cents is to eat keto to satiety, and let your body decide how fast the fat comes off. The harder you try to force your body to lose weight, the more metabolic tripwires you’ll be setting off, and the harder your body will fight to regain the weight. It has a 2 billion year head start in the art of maintaining fat reserves, so you don’t want to pick that particular fight.
Here is a useful article on the subject of maintenance, and strategies that are helpful in maintenance. Roughly 80% of people who lose >10% of their bodyweight are unable to sustain it for 2 years. This study examined the folks who were successful to see what they had in common:
Again, this is just my 2 cents! I do think that the fact that you’re thinking about maintenance now is terrific. Not many people do, and aligning your current weight loss approach with the goal of long term weight loss will hopefully help you beat the odds! 