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 · 27 · Two safetensors
Header diff
Compare two local .safetensors headers: names, dtypes, shapes. Nothing is uploaded. Not PCA.
NCM 1.19.0 · Hub 2.2.0 · invented_metrics = false
documented
Two local files
Names, dtypes, shapes. Not a weight MRI.
Drop a base header and an adapter header. This tab compares metadata. Nothing is uploaded. Matching names with different shapes or dtypes are mismatches. Missing names stay named.
Drop two files to diff.
← JSON constraintsPaste JSON. Write path == value rules. Unknown fields stay free SAT vars. SAT ⟂ HAL.All labsEvery this-tab tool. Real DPLL, occupancy, adapters, SAT. Not the Hub runtime.Context pack →Paste text. Illustrative subword estimate vs a context window. Not tiktoken. Not tokens/sec.