there are some fairly annoying things with pytorch lightning, and somethings are definitely harder to do in lightning due to how it's structured. but overall i find for practical purposes i've been liking lightning a lot more than pytorch + accelerate, especially now you can basically use colossal ai with lightning over deepspeed