scenario stringlengths 33 60 | model_cls stringclasses 4
values | num_params_B float64 2.57 14.3 | flops_G float64 6.76k 1.68M | time_plain_s stringlengths 13 15 | mem_plain_GB float64 0.2 30.2 | time_compile_s stringclasses 4
values | mem_compile_GB float64 5.13 30.6 ⌀ | fullgraph bool 1
class | mode stringclasses 1
value | github_sha stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|
black-forest-labs/FLUX.1-dev-bf16 | FluxTransformer2DModel | 11.9 | 74,395.44 | 0.508 (0.512) | 22.64 | 0.407 (0.388) | 22.57 | true | default | c60830ee365d520ab52b110dda562dd26f7b4d7f |
black-forest-labs/FLUX.1-dev-bnb-nf4 | FluxTransformer2DModel | 5.95 | 14,883.18 | 0.536 (0.523) | 6.72 | null | null | null | null | c60830ee365d520ab52b110dda562dd26f7b4d7f |
black-forest-labs/FLUX.1-dev-layerwise-upcasting | FluxTransformer2DModel | 11.9 | 74,395.44 | 0.564 (0.557) | 22.19 | null | null | null | null | c60830ee365d520ab52b110dda562dd26f7b4d7f |
black-forest-labs/FLUX.1-dev-group-offload-leaf | FluxTransformer2DModel | 11.9 | 74,395.44 | 1.877 (1.873) | 0.56 | null | null | null | null | c60830ee365d520ab52b110dda562dd26f7b4d7f |
Lightricks/LTX-Video-0.9.7-dev-bf16 | LTXVideoTransformer3DModel | 13.04 | 212,025.96 | 1.478 (1.469) | 25.22 | 1.194 (1.19) | 25.05 | true | default | c60830ee365d520ab52b110dda562dd26f7b4d7f |
Lightricks/LTX-Video-0.9.7-dev-layerwise-upcasting | LTXVideoTransformer3DModel | 13.04 | 212,025.96 | 1.521 (1.517) | 24.38 | null | null | null | null | c60830ee365d520ab52b110dda562dd26f7b4d7f |
Lightricks/LTX-Video-0.9.7-dev-group-offload-leaf | LTXVideoTransformer3DModel | 13.04 | 212,025.96 | 2.602 (2.587) | 1.05 | null | null | null | null | c60830ee365d520ab52b110dda562dd26f7b4d7f |
stabilityai/stable-diffusion-xl-base-1.0-bf16 | UNet2DConditionModel | 2.57 | 6,763.01 | 0.074 (0.072) | 5.05 | 0.054 (0.053) | 5.13 | true | default | c60830ee365d520ab52b110dda562dd26f7b4d7f |
stabilityai/stable-diffusion-xl-base-1.0-layerwise-upcasting | UNet2DConditionModel | 2.57 | 6,763.01 | 0.152 (0.149) | 4.89 | null | null | null | null | c60830ee365d520ab52b110dda562dd26f7b4d7f |
stabilityai/stable-diffusion-xl-base-1.0-group-offload-leaf | UNet2DConditionModel | 2.57 | 6,763.01 | 0.528 (0.526) | 0.2 | null | null | null | null | c60830ee365d520ab52b110dda562dd26f7b4d7f |
Wan-AI/Wan2.1-T2V-14B-Diffusers-bf16 | WanTransformer3DModel | 14.29 | 1,678,491.39 | 10.36 (10.046) | 30.24 | 8.907 (8.795) | 30.61 | true | default | c60830ee365d520ab52b110dda562dd26f7b4d7f |
Wan-AI/Wan2.1-T2V-14B-Diffusers-layerwise-upcasting | WanTransformer3DModel | 14.29 | 1,678,491.39 | 9.857 (9.906) | 26.78 | null | null | null | null | c60830ee365d520ab52b110dda562dd26f7b4d7f |
Wan-AI/Wan2.1-T2V-14B-Diffusers-group-offload-leaf | WanTransformer3DModel | 14.29 | 1,678,491.39 | 10.439 (10.919) | 3.5 | null | null | null | null | c60830ee365d520ab52b110dda562dd26f7b4d7f |
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