[Tensor Parallel] update examples to simplify embedding + first transformer block #1259
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Stack from ghstack (oldest at bottom):
Following changes in pytorch/torchtitan#314, to apply a reduce-scatter instead of the more expensive all-reduce + local chunk.
cross PR with pytorch/tutorials#2871