[Misc] Refactor linear layer weight loading; introduce `BasevLLMParameter` and `weight_loader_v2` #17501

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Run time

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Job	Run time
yapf (3.8)	1m 27s
yapf (3.9)	1m 28s
yapf (3.10)	1m 29s
yapf (3.11)	57s
yapf (3.12)	56s
	6m 17s