Merge main and share MXFP4 shard casting #6782

Job	Run time
pr-gate	9m 57s
megatron / run-test	52m 52s
trtllm (hf_ptq) / run-test	5m 9s
trtllm (gpt-oss) / run-test	9m 30s
trtllm (llm_eval) / run-test	22m 18s
torch (speculative_decoding) / run-test	15m 14s
torch (llm_qat) / run-test	21m 44s
torch (llm_distill) / run-test	5m 32s
torch (specdec_bench) / run-test	4m 37s
onnx (diffusers) / run-test	33m 25s
torch (llm_sparsity) / run-test	9m 25s
onnx (torch_trt) / run-test	7m 44s
onnx (torch_onnx) / run-test	44m 54s
example-pr-required-check	4s
	4h 2m 25s

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