Recorded sample images

These are authentic AI-generated outputs from recorded local MLX runs. The original PNGs, inference records, editing input and comparison grids remain in the access-reviewed Hugging Face gallery under the upstream model terms. The public catalog retains exact prompts, seeds, dimensions and PNG SHA-256 identities; no sample has been retouched.

Run a sample after installing the runtime and downloading packed12:

python examples/generate.py --model models/packed12 \
  --text-encoder models/packed12/text_encoder \
  --case product --output outputs/product.png

Choose portrait or holdout-detail in the same way. For edit, download the original reference after access approval and pass --image /path/to/edit-input.png. Using another input produces a different experiment. All examples use the six original heads, PyTorch CPU noise, packed12 and the measured exact tuning profile with compiled VAE batch four. Byte identity depends on the tested hardware/software and input files. Machine-readable catalog.

product

View the recorded image · Full inference JSON

Seed 731 · output 2048 × 2048 · generation canvas 2048 × 2048.

Square editorial studio photograph of a dark cobalt glass perfume bottle on pale travertine. The centered cream label reads exactly 'NIGHT TIDE' in large engraved serif letters and 'EAU DE PARFUM' in small capitals beneath. Dappled blue caustics, crisp glass edges, fine pores in the stone, dark reflections through the translucent bottle, restrained palette and generous negative space. No other text.

PNG SHA-256: 63684ef8ae148a35ddef02650c6aa30b4843b47c99b06cec2ea3708ef3fc2293.

portrait

View the recorded image · Full inference JSON

Seed 1234 · output 2048 × 2048 · generation canvas 2048 × 2048.

An intimate natural-light portrait of an elderly woman in a botanical conservatory, reading a small red clothbound book. Warm brown skin with visible freckles and fine wrinkles, silver curls lit from behind, intricate indigo knit cardigan. Soft fern fronds out of focus in the foreground; detailed hands and realistic skin texture. A candid 85mm color photograph with gentle shadows and no lettering.

PNG SHA-256: 32af5e3b95919e79e0019058ec396824c5861f9a43a4fa50c7b20348e8d81933.

holdout-detail

View the recorded image · Full inference JSON

Seed 928417 · output 2048 × 2048 · generation canvas 2048 × 2048.

A meticulous natural light still life on a wooden watchmaker's bench: a silver mechanical wristwatch with a clear glass back, brass gears and hair-thin springs, a folded cream linen glove, a small matte ceramic bowl and a card reading 'SECOND LIGHT'. In the background a woman with warm brown freckled skin holds a magnifying lens, her hands realistically detailed. Fine brushed metal, subtle skin pores, smooth dark-to-light blue gradients and soft window reflections, editorial macro photography.

PNG SHA-256: ddbfc06c4556c08669d35a4618d380a99998e39a0226e7688d149993ab183038.

edit

View the recorded image · Full inference JSON

Seed 42 · output 1024 × 1024 · generation canvas 2048 × 2048.

Change the cobalt blue glass perfume bottle in <Picture 1> to deep emerald green glass. Preserve the pale engraved NIGHT TIDE label, exact lettering, bottle shape, cap, stone backdrop, composition, lighting and shadows. The glass should be visibly green with realistic emerald highlights and reflections.

PNG SHA-256: 9df3f80efa5ef9f078c9acda81febdbc2d5d706f3c85c574fdfd9fd274b71304.

Compare weight choices

Q8/Q4 change fine detail and lettering. Similarity scores are evidence for these recorded cases, rather than a broad quality ranking. Measurement details.