Cinema + labs + WebGL. The labeled map, Hub canvas, field sketch, and every live engine. Use when this is the app that owns the GPU on the machine.Every feature, no graphics. Same engines, same API, same honesty grammar. No WebGL, no custom cursor, no Three.js. For when other apps already hold the GPU, or after learning loops when you only need the work.Terminal + one API out. Every live verb as a command and as HTTP. TUCE agents load skill.md and call /api/v1. No cinema overhead. Occupancy stays nominated | live-bound | unavailable.
Lab · 14 · Weights + KV + LoRA
Spoke budget
Add illustrative GiB for a hot set. Download-only is not running. Tokens/sec are not published.
NCM 1.19.0 · Hub 2.2.0 · invented_metrics = false
illustrative
Hot set
Add weights, KV, LoRA. Second LoRA fails closed.
This is the live spoke budget. Illustrative GiB. Accelerators stay unavailable. Tokens/sec are not published. Download-only is not running.
Add illustrative weight GiB for the selected class. Download-only is not running.Add illustrative KV GiB for context × batch 1. Not a serving SLA.Add illustrative LoRA GiB for the selected rank. A second LoRA compose fails closed.Reserve 4 GiB for the OS. Fit still gates load.Return the hot set to the seed rows.
kind
label
GiB
weights
8B-class Q4
3.725
kv
KV ctx 8192 × batch 1
1.000
lora
LoRA rank 16 · 4 modules
0.031
os
OS reserve
4.000
unavailable · single
8.757 GiB counted
Listed 8.757 GiB · hint unavailable · headroom unavailable
Accelerators stay unavailable. deviceMemory is a browser hint, not VRAM. No hint — stay unavailable rather than invent a fit.
Download the illustrative hot-set as JSON. Tokens/sec are not published.Copy this tab's URL with the budget rows in the querystring. Same origin only.Fit plannerIllustrative fit from this-tab memory, weight class, context, and LoRA rank. Accelerators stay unavailable.
← Name inventoryWhat we took from a dumped idea list, what we renamed, and the product names we will not ship.All labsEvery this-tab tool. Real DPLL, occupancy, adapters, SAT. Not the Hub runtime.KV & quant plate →Context × params × batch for a KV sketch, plus Q2–FP16 weight bytes. Labeled illustrative. Not a serving SLA.