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 · 01 · RAM · weights · KV
Fit planner
Illustrative fit from this-tab memory, weight class, context, and LoRA rank. Accelerators stay unavailable. Not POST /api/system/scan.
NCM 1.19.0 · Hub 2.2.0 · invented_metrics = false
illustrative
This-tab hint
Accelerators stay unavailable.
deviceMemory
unavailable
Browser hint, not Hub RAM, not VRAM.
hardwareConcurrency
1
Logical threads reported by this tab.
accelerators
unavailable
No invented VRAM. No vendor GPU shop. No silhouettes.
RAM-class picker
Not a shop. Pick a class, watch the matrix.
Classes are illustrative GiB buckets. Fleet stays unavailable as a fit hint rather than inventing a cluster. Tokens/sec are not published.
Planner
Weights + KV + one LoRA. Architecture knobs are live.
weights
3.73 GiB
KV
1.00 GiB
LoRA
0.0313 GiB
unavailable
4.76 GiB hot
Accelerators stay unavailable. This-tab deviceMemory is a browser hint, not Hub RAM, not VRAM. No RAM-class hint — fit stays unavailable rather than invented. LoRA uses the shared formula 2·r·h·L·M FP16 bytes (4 modules). compose=single. Hint used: unavailable.
class
hot GiB
verdict on this band
1B-class Q4
0.65
unavailable
3B-class Q4
2.23
unavailable
7B-class Q4
4.38
unavailable
8B-class Q4
4.76
unavailable
8B-class Q8
8.48
unavailable
14B-class Q4
7.82
unavailable
32B-class Q4
16.98
unavailable
70B-class Q4
35.25
unavailable
← Agent skillsTUCE-loadable skill documents for every live verb. Orchestrators get the pack. Workers get the verbs they own.All labsEvery this-tab tool. Real DPLL, occupancy, adapters, SAT. Not the Hub runtime.Constraint lamp →A real DPLL on a capped CNF. Capped is not UNSAT. SAT ⟂ HAL. A solve is not a hardware bind.