[WIP][DeepSeek] integrate torchao _scaled_group_gemm, refactor all group_gemms into base class and class impl for modularity

[WIP][DeepSeek] integrate torchao _scaled_group_gemm, refactor all group_gemms into base class and class impl for modularity #3203