feat(demo): stream_client.py warmup mode #475

Job	Run time
build_and_unit_test	25m 2s
ssd-draft-memory-guard	2m 36s
speculative-decoding	14m 46s
speculative-decoding-eval	13m 59s
dflash-speculative-decoding	21m 6s
integration_matrix (audio, mlx-community/gemma-4-e4b-it-4bit)	3m 9s
integration_matrix (graph)	27s
integration_matrix (server, -gemma-e2b, mlx-community/gemma-4-e2b-it-4bit, mlx-community/gemma-4-...	5m 14s
integration_matrix (vision, mlx-community/Qwen2-VL-2B-Instruct-4bit LiquidAI/LFM2.5-VL-450M-MLX-4...	1m 41s
integration_matrix (opencode, mlx-community/gemma-4-e4b-it-4bit)	4m 5s
integration_matrix (server, mlx-community/Qwen2.5-0.5B-Instruct-4bit)	2m 18s
integration_matrix (omni, mlx-community/gemma-4-e4b-it-4bit)	3m 22s
integration_matrix (fixtures)	1m 44s
integration_matrix (contract, mlx-community/Qwen2.5-0.5B-Instruct-4bit)	1m 22s
	1h 40m 51s

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