3 Commits

Include renames

Author	SHA1	Message	Date
Ilker ManapandClaude Opus 5.5	f288f3c423	Set capacity quotas, class, owner and reservation from the admin pages ... The quotas page gains a capacity section over the same API methods the CLI uses; a model's card sets its class, owner, memory and cores, applying only what changed. Headroom counts the replicas a model could get by preempting what its class outranks, and the card and ctl model target use it. Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>	2026-09-30 22:40:45 +02:00
Ilker ManapandClaude Opus 5.5	78e41460f9	Scale and place by what a replica was measured to serve ... Stored ctl bench results reach the reconciler: requests per replica past the measured SLO concurrency scale a model up, a replica is taken back only if the rest stay under 70% of theirs, and among profiles of equal priority the most measured tokens per GPU or core is tried first. ctl model target sizes a model for a throughput against the room there is. Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>	2026-09-30 18:21:08 +02:00
Ilker ManapandClaude Opus 5.5	9dc1b62fdc	Guarantee and limit capacity per part of the tenancy tree ... A model has an owner (org, team or project). Quotas guarantee a scope GPUs, cores and memory and may limit it; what a scope holds is summed from its models' replicas and those beneath it. A replica within its owner's guarantee is not taken for another scope; what is held beyond a guarantee is borrowed and taken back for a scope within its own. A limit stops a model before it starts, and headroom stops there too. ctl quota and ctl model owner set them; metrics and a CapacityAtLimit alert report them. Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>	2026-09-30 18:15:38 +02:00