benchmarks / collated_results.csv
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scenario,model_cls,num_params_B,flops_G,time_plain_s,mem_plain_GB,time_compile_s,mem_compile_GB,fullgraph,mode,github_sha
black-forest-labs/FLUX.1-dev-bf16,FluxTransformer2DModel,11.9,59529.52,0.532 (0.534),22.61,0.377 (0.383),22.7,True,default,a09768f2bd006dd36ce5e705e65cc87565b42702
black-forest-labs/FLUX.1-dev-bnb-nf4,FluxTransformer2DModel,5.95,nan,0.563,6.7,nan,nan,,,a09768f2bd006dd36ce5e705e65cc87565b42702
black-forest-labs/FLUX.1-dev-layerwise-upcasting,FluxTransformer2DModel,11.9,59529.52,0.598 (0.599),22.18,nan,nan,,,a09768f2bd006dd36ce5e705e65cc87565b42702
black-forest-labs/FLUX.1-dev-group-offload-leaf,FluxTransformer2DModel,11.9,59529.52,1.897,0.53,nan,nan,,,a09768f2bd006dd36ce5e705e65cc87565b42702
Lightricks/LTX-Video-0.9.7-dev-bf16,LTXVideoTransformer3DModel,13.04,167583.45,1.601 (1.598),25.21,1.099 (1.079),25.31,True,default,a09768f2bd006dd36ce5e705e65cc87565b42702
Lightricks/LTX-Video-0.9.7-dev-layerwise-upcasting,LTXVideoTransformer3DModel,13.04,167583.45,1.661 (1.656),24.38,nan,nan,,,a09768f2bd006dd36ce5e705e65cc87565b42702
Lightricks/LTX-Video-0.9.7-dev-group-offload-leaf,LTXVideoTransformer3DModel,13.04,167583.45,2.761 (2.762),1.04,nan,nan,,,a09768f2bd006dd36ce5e705e65cc87565b42702
stabilityai/stable-diffusion-xl-base-1.0-bf16,UNet2DConditionModel,2.57,5979.1,0.076,5.05,0.055 (0.054),5.24,True,default,a09768f2bd006dd36ce5e705e65cc87565b42702
stabilityai/stable-diffusion-xl-base-1.0-layerwise-upcasting,UNet2DConditionModel,2.57,5979.1,0.162 (0.154),4.89,nan,nan,,,a09768f2bd006dd36ce5e705e65cc87565b42702
stabilityai/stable-diffusion-xl-base-1.0-group-offload-leaf,UNet2DConditionModel,2.57,5979.1,0.518 (0.524),0.2,nan,nan,,,a09768f2bd006dd36ce5e705e65cc87565b42702
Wan-AI/Wan2.1-T2V-14B-Diffusers-bf16,WanTransformer3DModel,14.29,785611.67,10.966 (10.922),31.17,8.59 (8.456),31.77,True,default,a09768f2bd006dd36ce5e705e65cc87565b42702
Wan-AI/Wan2.1-T2V-14B-Diffusers-layerwise-upcasting,WanTransformer3DModel,14.29,785611.67,10.913 (10.766),26.78,nan,nan,,,a09768f2bd006dd36ce5e705e65cc87565b42702
Wan-AI/Wan2.1-T2V-14B-Diffusers-group-offload-leaf,WanTransformer3DModel,14.29,785611.67,11.254 (11.262),4.48,nan,nan,,,a09768f2bd006dd36ce5e705e65cc87565b42702