TRELLIS.2 benchmark

NVIDIA A40: 1 Works generated through the Kollektive stage contract, each from one generation. Medians of the warm Works (model already loaded); the first Work also loads the model.

Where the time goes (warm median)

Model loading–
Generation–
Geometry extraction–
Material processing–
GLB export–
Preview–
Total per Work–

Peak GPU memory over the bench: 5739.9 MB reserved, 4129.0 MB allocated.

Every Work

SourceModel loadingGenerationGeometry extractionMaterial processingGLB exportPreviewTotal BackgroundVRAM reservedVRAM allocated2048 GLB1024 GLB Raw GLBNominal $
abo-b07hk8yhb7-cutout (cold)222.3 s119.8 s83.6 s12.8 s3.8 s0.3 s443.4 ssource_alpha5739.9 MB4129.0 MB16.0 MB15.5 MB132.3 MB$0.0520

What the files are made of

Geometry and the 2048 and 1024 textures, read from the delivered GLBs; playback shares the original's geometry. “Transparent share” is the part of the base-colour texture below 95% opacity (including inpainted margins between UV islands); the exporter switches a material to BLEND above 0.1% of covered texels.

SourceFacesGeometry2048 textures 1024 texturesGeometry share of 2048 GLBTransparent shareAlpha mode
abo-b07hk8yhb7-cutout474,25815.3 MB0.7 MB0.2 MB96%0.00%OPAQUE

Amazon Brand – Rivet Mid-Century Modern Cone Nightstand Table Desk Lamp with LED Light Bulb - 15 Inches, Black and Gold (background removed by flood fill)

Amazon.com, Amazon Berkeley Objects Dataset · CC BY 4.0 · 5,094,646 raw faces → 474,258 · background: source_alpha

Source
Preview
2048 textures (original), 16.0 MB
1024 textures (playback), 15.5 MB
Raw generated geometry, 132.3 MB