Integrate distributed inference with chat/server #3392

Job	Run time
gather-models-cpu	10s
gather-models-gpu	14s
test-gguf-util (macos-14)	4m 51s
test-mps (macos-m1-stable)	2m 13s
torchchat-command-load-test (macos-14)	1m 50s
compile-gguf (macos-14)	3m 32s
runner-aoti (16-core-ubuntu)	6m 39s
runner-et (16-core-ubuntu)	10m 12s
test-torchao-experimental (macos-14-xlarge)	11m 56s
runner-aoti (macos-14-xlarge)	3m 19s
test-mps-dtype (macos-m1-stable)	2m 46s
runner-et (macos-14-xlarge)	7m 48s
test-tinystories-executorch (16-core-ubuntu)	18m 14s
test-tinystories-executorch (macos-14-xlarge)	16m 4s
test-build-runner-et-android / linux-job	12m 36s
test-cpu-compile (x86_64, stories15M)	17m 22s
test-cpu-eval-sanity-check-float16 (x86_64, stories15M)	30m 18s
test-cpu-compile (aarch64, stories15M)	14m 59s
test-cpu-eval-sanity-check (x86_64, stories15M)	10m 55s
test-cpu-aoti (x86_64, stories15M)	18m 17s
test-cpu-eval-sanity-check-float16 (aarch64, stories15M)	7m 37s
test-cpu-eval-sanity-check (aarch64, stories15M)	9m 35s
test-cpu-aoti (aarch64, stories15M)	10m 1s
test-cpu-eval-sanity-check-float32 (x86_64, stories15M)	38m 39s
test-cpu-eval-sanity-check-float32 (aarch64, stories15M)	7m 50s
test-gpu-compile (cuda, stories15M) / linux-job	24m 10s
test-gpu-aoti-float32 (cuda, stories15M) / linux-job	13m 8s
test-gpu-aoti-float16 (cuda, stories15M) / linux-job	13m 0s
test-gpu-aoti-bfloat16 (cuda, stories15M) / linux-job	14m 10s
test-gpu-eval-sanity-check (cuda, stories15M) / linux-job	12m 29s
	5h 44m 54s

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