Energy: calibrated whole-node factor 1.26 (range 1.23-1.29), replacing the provisional 1.17

Energy table: whole-node estimate column (provisional x1.17); key facts point to the energy note

About these energy figures: GPU-only measurement, whole-node multiplier

Why we built Agate: why we released it

Acknowledgements: link the allocation to the architecture study; one GPU-hour total (325.0)

Card: Why we built Agate (architecture study for glyph/symbol generation; adapter and flow-matching testbed)

Card: reword why we built Agate (general image generation as a benchmark-friendly proxy)

Card: released to share our architectural efforts

Card: why we built Agate (scope: glyph/symbol and vector-native font generation)

WebGPU fast build (v2): fp16-compute step graphs, GPU-resident sampling; webgpu/ (v1) unchanged for the live Space

WebGPU (ONNX) files for the Agate WebGPU Space; the generator also outputs the thinker plan

Blur two battery cells with unprompted nudity (prompt 25); disclose it in the safety section

Card: link the ComfyUI nodes and single-file weights

Add ComfyUI single-file guide checkpoint for autoguide (bf16)

Add ComfyUI single-file checkpoint (generator + text encoder, bf16)

Card: plan-then-paint concept figure with real thinker plans, full benchmark for 5 models, references, energy update

Card: link the WebGPU demo Space

Card: renderer has no cross-attention (text reaches it only via the thinker); stat-strip labels fixed; caption-swap and anneal explained

Card: sample strip, at-a-glance table, jump menu, reordered sections

Card: loss curves, training dashboard, run measurements, FCDM and design citations, autoguidance formula, browser build

Pareto frontier on full model size (generator + text encoder + decoder)

Card: marginal-risk statement

Card: parameter count with TAESD vs SD-VAE

Card: fact-check corrections (sources, PixArt compute, caption fields, dataset filtering wording, param count with TAESD vs SD-VAE)

Card: where a small model wins

Card: Pareto frontier, judge detail by area, verified dataset size

Card: correct training topology and wall-clock time

Card: preview status, not yet converged

Card: red-teaming (CSAM, nudity) and training-speed statements

Card: training data and safety section, full-benchmark table, specimen stat strip, energy chart

Agate Preview 001: weights, pipeline, model card, figures

initial commit