model_id,quant_mode,compilation_enabled,torch_compile_mode,batch_size,latency_seconds,peak_memory_gb
Lightricks/LTX-2,fp8,True,reduce-overhead,4,51.909,69.41
Lightricks/LTX-2,none,True,default,1,15.587,72.79
Lightricks/LTX-2,nvfp4,True,reduce-overhead,8,75.024,80.38
Lightricks/LTX-2,fp8,True,reduce-overhead,8,104.122,89.2
Lightricks/LTX-2,none,True,default,4,58.57,87.63
Lightricks/LTX-2,none,True,reduce-overhead,1,15.918,72.79
Lightricks/LTX-2,nvfp4,True,reduce-overhead,1,10.667,45.75
Lightricks/LTX-2,none,True,reduce-overhead,4,59.795,87.63
Lightricks/LTX-2,fp8,True,default,1,13.743,54.56
Lightricks/LTX-2,fp8,True,reduce-overhead,1,13.844,54.56
Lightricks/LTX-2,nvfp4,True,default,4,36.963,60.59
Lightricks/LTX-2,fp8,True,default,8,101.651,89.2
Lightricks/LTX-2,nvfp4,True,default,8,72.689,80.38
Lightricks/LTX-2,nvfp4,True,default,1,10.374,45.75
Lightricks/LTX-2,none,True,reduce-overhead,8,120.184,107.43
Lightricks/LTX-2,fp8,True,default,4,50.658,69.41
Lightricks/LTX-2,none,True,default,8,120.552,107.43
Lightricks/LTX-2,nvfp4,True,reduce-overhead,4,38.044,60.59
Qwen/Qwen-Image,none,True,reduce-overhead,8,52.714,92.49
Qwen/Qwen-Image,none,True,default,1,7.371,62.23
Qwen/Qwen-Image,fp8,True,default,8,42.923,85.93
Qwen/Qwen-Image,nvfp4,True,reduce-overhead,4,18.487,65.78
Qwen/Qwen-Image,none,True,default,8,51.909,92.49
Qwen/Qwen-Image,nvfp4,True,default,1,8.383,52.47
Qwen/Qwen-Image,fp8,True,reduce-overhead,8,43.547,85.93
Qwen/Qwen-Image,nvfp4,True,reduce-overhead,1,5.369,52.47
Qwen/Qwen-Image,none,True,reduce-overhead,1,7.445,62.23
Qwen/Qwen-Image,fp8,True,reduce-overhead,1,6.37,55.67
Qwen/Qwen-Image,nvfp4,True,default,4,18.279,65.79
Qwen/Qwen-Image,nvfp4,True,default,8,34.969,82.73
Qwen/Qwen-Image,fp8,True,default,1,6.356,55.67
Qwen/Qwen-Image,none,True,default,4,26.307,75.55
Qwen/Qwen-Image,none,True,reduce-overhead,4,26.643,75.55
Qwen/Qwen-Image,fp8,True,reduce-overhead,4,22.525,68.99
Qwen/Qwen-Image,fp8,True,default,4,22.238,68.99
Qwen/Qwen-Image,nvfp4,True,reduce-overhead,8,35.431,82.73
black-forest-labs/FLUX.1-dev,nvfp4,True,reduce-overhead,4,5.167,27.41
black-forest-labs/FLUX.1-dev,fp8,True,reduce-overhead,4,6.498,32.97
black-forest-labs/FLUX.1-dev,nvfp4,True,default,4,5.092,27.41
black-forest-labs/FLUX.1-dev,none,True,default,1,2.07,38.36
black-forest-labs/FLUX.1-dev,none,True,reduce-overhead,4,7.819,44.41
black-forest-labs/FLUX.1-dev,fp8,True,default,8,12.432,41.58
black-forest-labs/FLUX.1-dev,nvfp4,True,reduce-overhead,1,1.407,21.35
black-forest-labs/FLUX.1-dev,none,True,reduce-overhead,8,15.393,53.03
black-forest-labs/FLUX.1-dev,none,True,default,8,15.165,53.03
black-forest-labs/FLUX.1-dev,nvfp4,True,default,1,2.102,21.36
black-forest-labs/FLUX.1-dev,none,True,reduce-overhead,1,2.12,38.36
black-forest-labs/FLUX.1-dev,fp8,True,reduce-overhead,8,12.727,41.58
black-forest-labs/FLUX.1-dev,fp8,True,default,1,1.74,26.92
black-forest-labs/FLUX.1-dev,nvfp4,True,reduce-overhead,8,10.035,36.02
black-forest-labs/FLUX.1-dev,fp8,True,default,4,6.38,32.97
black-forest-labs/FLUX.1-dev,fp8,True,reduce-overhead,1,1.77,26.92
black-forest-labs/FLUX.1-dev,nvfp4,True,default,8,9.805,36.02
black-forest-labs/FLUX.1-dev,none,True,default,4,7.654,44.41