fix(distributed): preserve async staging state

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Quantization can outlive the frontend request that stages its model. Shared staging state lets another replica fetch the result and clean every remote artifact after a terminal update.

Unique output directories prevent concurrent exports and quantization jobs from sharing stale files.

Assisted-by: Codex:GPT-5 [apply_patch] [exec_command]

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