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0750134d - add set_offload_strategy, Peak column in offload record, and offloading docs

add set_offload_strategy, Peak column in offload record, and offloading docs - ComponentsManager.set_offload_strategy() to swap the offload strategy on all managed models while auto offloading is enabled, with a fast test - offload record repr gains a Peak column (peak allocated memory at each decision) next to Available - docs: explain the record and the Reason column, custom strategy examples (sequential OffloadEverything + keeping co-scheduled models resident), finding the bottleneck with the peak column, and tuning memory_reserve from an OOM-retry record Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>