[pull] main from inclusionAI:main#32
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pull[bot] merged 1 commit intoaxistore80-coder:mainfrom Apr 10, 2026
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…#1157) * feat(infra): allow colocation with offloading and disk weight updates Enable scheduler-level colocation to run actor/critic and engine processes on shared GPU allocations while preserving async update correctness. Key changes: - Add colocate/offload/disk-update config fields and scheduler plumbing - Harden RPC server and engine blueprint coordination for colocated roles - Extend trainer paths and tests for colocated evaluation dispatch behavior * fix(infra): restore default train-engine RPC broadcast Keep initialized TrainEngine RPC calls backward compatible across the guard and Ray servers so non-head model-parallel ranks continue to receive controller payloads without every call site opting in manually. * fix: enforce offload prerequisites for colocated training Fail fast when colocated or explicit train-engine offload would run without TMS support, and provision Ray workers with the same offload environment as the local and Slurm schedulers. --------- Co-authored-by: Wentai Zhang <zhangwentai.zwt@antgroup.com>
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