API REFERENCE
convert_to_zero_v2()
LowLevelZeroOptimizer
ShardedModelV2
ShardedOptimizerV2
ZeroOptimizer
Useful links for Colossal-AI
copy param of the ShardedModelV2 to other_model. Note the other_model has to be the same as self.