...
- Intel Core Ultra 9 185H (95W Power limit) with internal Intel Arc
- Crucial 128GB (2x64GB) 5600MT/s CL46 DDR5
- WD_BLACK SN850X 8TB NVMe Gen 4x4
app: sdnext.git updated: 2025-06-03 hash: 894e15d3
Install docker SD.Next IPEX using proxy for Intel repo
ollama cpu + webui + SDNext Intel iGPUarch: x86_64 cpu: x86_64 system: Linux release: 6.11.0-26-generic python: 3.12.3
Torch 2.7.0+xpu, Libs: xformers: diffusers: 0.34.0.dev0 transformers: 4.52.3
Device: active: xpu, dtype: torch.bfloat16, vae: torch.bfloat16, unet: torch.bfloat16
GPU: device: Intel(R) Arc(TM) Graphics (1) ipex:
...
need some adjustments and non default settings to get acceptable output
result is subjectively good,
- there is something I don't like
Authentification required https://github.com/vladmandic/sdnext/wiki/Gated
| Model | pipeline | Memory Usage | time | bookshop | hand | legs |
|---|---|---|---|---|---|---|
| Stable Cascade 1.0 | ||||||
[a89f66d459] Model Size: 15GB
| StableCascadeCombinedPipeline | GPU 7620 MB 6% RAM 13.93 GB 11% | 2m 44.11s | |||
CFG: 4 | StableCascadeCombinedPipeline | GPU 13262 MB 10% RAM 2.98 GB 2% | 2m 50.04s | |||
CFG:2 | ||||||
stable-cascade-lite | ||||||
[a89f66d459] | StableCascadeCombinedPipeline | GPU 6846 MB 5% RAM 3.02 GB 2% | 1m 1.16s | |||
| Stable Diffusion 3.5 (512x512) | ||||||
Model Size: 28GB
stable-diffusion-3.5-large |
Steps: 28 Size: 1024x1024 CFG scale: 3.5 | StableDiffusion3Pipeline | GPU 13394 MB 10% RAM 18.12 GB 14% | 25m 47.53s | |||
tensorart--stable-diffusion-3.5-large-TurboX Model Size: 28GB |
[23edf37b1f] | StableDiffusion3Pipeline | GPU 16604 MB 13% RAM 28.83 GB 23% | 2m 48.05s | |||
stabilityai--stable-diffusion-3.5-large-turbo (Authentification needed) Model Size: 26GB [ec07796fc0] | StableDiffusion3Pipeline | GPU 16604 MB 13% RAM 28.51 GB 23% | 2m 55.18s | |||
Steps: 7 Guidance scale (CFG): 2 (default:1) Seed: 2750819352 | StableDiffusion3Pipeline | GPU 16568 MB 13% RAM 29.03 GB 23% | 1m 2.27s | |||
stabilityai--stable-diffusion-3.5-large Model Size: 26GB [ceddf0a7fd] | StableDiffusion3Pipeline | GPU 16528 MB 13% RAM 28.76 GB 23% | 2m 41.02s | |||
Steps: 14 Guidance scale (CFG): 4 (default:4) Seed: 2750819352 | StableDiffusion3Pipeline | GPU 16398 MB 13% RAM 28.48 GB 23% | 2m 13.79s | |||
tensorart--stable-diffusion-3.5-medium-turbo Model Size: 16GB Image Size: 1024x1024 [e89195b004] | StableDiffusion3Pipeline | GPU 9178 MB 7% RAM 18.02 GB 14% | 7m 3.79s | |||
| Stable Diffusion XL (1024x1024) | ||||||
Size: 14GB 512x512 | StableDiffusionXLPipeline | GPU 7930 MB 6% RAM 2.84 GB 2% | 28.77s | |||
Size: 6.5GB [4496b36d48] | StableDiffusionXLPipeline | GPU 6590 MB 5% RAM 8.89 GB 7% | 1m 45.68s | |||
Size: 6.5GB [9ca260b31e] | StableDiffusionXLPipeline | GPU 6590 MB 5% RAM 8.93 GB 7% | 1m 47.59s | |||
Size: 6.2GB | StableDiffusionXLPipeline | GPU 2972 MB 2% RAM 6.33 GB 5% | 54.78s | |||
Size: 8.4GB (default CFG is 9) | StableDiffusionXLPipeline | GPU 4116 MB 3% RAM 7.45 GB 6% | 1m 14.13s | |||
Size: 6.7GB [dd08fa32f9] | StableDiffusionXLPipeline | GPU 6588 MB 5% RAM 8.89 GB 7% | 1m 47.37s | |||
Size: 13GB [49527024b6] | StableDiffusionXLPipeline | GPU 6588 MB 5% RAM 9.14 GB 7% | 1m 46.33s | |||
Size: 6.5GB [4796b66fd0]
| StableDiffusionXLPipeline | GPU 6588 MB 5% RAM 9.17 GB 7% | 1m 47.67s | |||
Size: 6.5GB [8ffda79382]
| StableDiffusionXLPipeline | GPU 6588 MB 5% RAM 9.15 GB 7% | 1m 49.29s | |||
Size: 6.5GB [d1a2aac8e5]
| StableDiffusionXLPipeline | GPU 6588 MB 5% RAM 9.16 GB 7% | 1m 45.82s | |||
ponyDiffusionV6XL_v6TurboMerge Size: 6.5GB [7555ac941f]
| StableDiffusionXLPipeline | GPU 6588 MB 5% RAM 9.16 GB 7% | 1m 46.88s | |||
[d7992bd7b2]
Size: 6.3GB [d7992bd7b2]
| StableDiffusionXLPipeline | GPU 2976 MB 2% RAM 5.61 GB 4% | 51.43s | |||
| Stable diffusion 2.1 (512x512) | ||||||
Size: 4.9GB | StableDiffusionPipeline | GPU 2576 MB 2% RAM 4.94 GB 4% | 19.52s | |||
| Euler | StableDiffusionPipeline | GPU 2736 MB 2% RAM 4.87 GB 4% | 17.60s |
|
| |
Steps: 50 Sampler: DDIM | StableDiffusionPipeline | GPU 2740 MB 2% RAM 4.92 GB 4% | 42.43s |
|
| |
Steps: 20 Size: 768x768 Sampler: DPM++ 2M | StableDiffusionPipeline | GPU 5094 MB 4% RAM 5.63 GB 4% | 1m 30.92s | |||
| Stable diffusion 1.5 (512x512) | ||||||
Size: 2.0GB [879db523c3] | StableDiffusionPipeline | GPU 3224 MB 3% RAM 4.62 GB 4% | 23.51s | |||
Steps: 40 Size: 768x768 Sampler: DPM++ 2M SDE
| StableDiffusionPipeline | GPU 7178 MB 6% | 4m 5.96s | |||
Size: 4.0GB [90389105e4] | StableDiffusionPipeline | GPU 2784 MB 2% RAM 5.05 GB 4% | 21.80s | |||
Steps: 50 Size: 768x768 Sampler: DPM++ 2M SDE Seed: 3628971581 | StableDiffusionPipeline | GPU 7172 MB 6% | 4m 55.57s | |||
Size: 2.0GB [338b85bc4f] (need more steps) | StableDiffusionPipeline | GPU 2948 MB 2% RAM 5.06 GB 4% | 21.86s | |||
Steps: 80 | StableDiffusionPipeline | GPU 2784 MB 2% RAM 5.16 GB | 1m 15.75s | |||
Steps: 40 Sampling DPM++ 2M SDE
| StableDiffusionPipeline | GPU 2948 MB 2% RAM 5.15 GB 4% | 38.21s | |||
Size: 2.0GB [bff4610d23] | StableDiffusionPipeline | GPU 2784 MB 2% | 21.96s | |||
Steps: 80 | StableDiffusionPipeline | GPU 2784 MB 2% RAM 5.18 GB 4% | 1m 17.22s | |||
Steps: 40 Sampling DPM++ 2M SDE | StableDiffusionPipeline | GPU 2784 MB 2% RAM 5.17 GB 4% | 39.37s | |||
Size: 3.7GB [7a7d12be30] | StableDiffusionPipeline | GPU 4522 MB 4% RAM 6.32 GB 5% | 36.68s | |||
Size: 2.0GB [7c819b6d13] | StableDiffusionPipeline | GPU 2784 MB 2% RAM 5.25 GB 4% | 22.85s | |||
Steps: 40 Sampling Euler a | StableDiffusionPipeline | GPU 2784 MB 2% RAM 5.25 GB 4% | 39.69s | |||
Size: 4.0GB [a074b8864e] | StableDiffusionPipeline | GPU 2930 MB 2% RAM 5.18 GB 4% | 21.06s | |||
Size: 2.0GB [a5e5a941a3] | StableDiffusionPipeline | GPU 2784 MB 2% RAM 5.33 GB 4% | 24.68s | |||
Size: 5.2GB [bd1ac21dc5] | StableDiffusionPipeline | GPU 2784 MB 2% RAM 5.25 GB 4% | 24.80s | |||
Sampling DPM++ 2M SDE | StableDiffusionPipeline | GPU 2952 MB 2% RAM 5.25 GB 4% | 22.12s | |||
Steps: 40 Sampling DPM++ 2M SDE Size: 768x768 | StableDiffusionPipeline | GPU 7328 MB 6% RAM 5.27 GB 4% | 4m 4.13s | |||
Flux.1 | ||||||
Size: 32GB Size: 512x512 Seed: 2646842481
| FluxPipeline | GPU 23084 MB 18% RAM 34.95 GB 28% | 2m 56.49s | |||
Steps: 6 Size: 512x512 Seed: 2544969645
| FluxPipeline | GPU 23084 MB 18% RAM 35.0 GB 28% | 1m 3.14s | |||
Steps: 15 Size: 768x768 Seed: 2544969645 Sampling DPM++ 2M
| FluxPipeline | GPU 23770 MB 19% RAM 34.31 GB 27% | 3m 55.38s | |||
Size: 32GB Steps: 6 Size: 512x512 Seed: 2390905673
| FluxPipeline | GPU 23074 MB 18% RAM 33.9 GB 27% | 1m 10.53s | |||
Steps: 15 Size: 768x768 Seed: 966612124
| FluxPipeline | GPU 23778 MB 19% RAM 33.98 GB 27% | 3m 32.41s |
|
| |
Black Forest Labs FLUX.1 Schnell Steps: 4 Size: 512x512 Seed: 2544969645 Sampling DPM++ 2M | FluxPipeline | GPU 23070 MB 18% RAM 34.24 GB 27% | 1m 1.83s | |||
Seed: 2544969645 Size: 768x768
| FluxPipeline | GPU 23770 MB 19% RAM 34.23 GB 27% | 1m 6.03s | |||
Size: 32GB (Auth needed) [0ef5fff789] Size: 512x512 Seed: 2544969645 CFG: 6/7.5/6.5 (deault 3.5) | FluxPipeline | GPU 23088 MB 18% RAM 34.22 GB 27% | 2m 33.27s |
|
| |
Size: 512x512 Seed: 2544969645 Steps: 34 CFG: 6/7.5/6.5 | FluxPipeline | GPU 23108 MB 18% RAM 34.55 GB 28% | 4m 3.07s |
|
|
|
Size: 512x512 Seed: 2544969645 Steps: 60
| FluxPipeline | 23090 MB 18% RAM 34.18 GB 27% | 12m 46.80s
| |||
Size: 768x768 | ||||||
Sampler: DPM++ 2M ?
Seed: 2544969645 CFG: 3 | FluxPipeline | GPU 23794 MB 19% RAM 34.23 GB 27% | 4m 29.58s |
|
|
FLUX.1- |
Krea-dev Steps: |
32 Size: |
1024x1024 |
CFG scale: 6 | FluxPipeline | GPU |
34656 MB |
27% |
2. |
64 GB |
2% |
| 27m 32.84s | |||
FLUX.1-Kontext-dev |
Steps: |
32 Size: 1024x1024 |
FluxPipeline
GPU 18070 MB 14%
RAM 27.5 GB 22%
9m 32.13s
Flex.2
CFG scale: 6 | FluxKontextPipeline | GPU 35284 MB 27% | 12m 36.06s | |||
Size: 25GB [5dd0b1bc2a] Steps: 20 Size: 512x512 Seed: |
2646842481 |
FluxPipeline | GPU |
15972 MB |
12% RAM 27. |
59 GB 22% | 2m |
| 1. |
| 51s |
Steps: |
30 |
Size: |
1024x1024
|
FluxPipeline | GPU |
18070 MB |
14% RAM 27. |
5 GB 22% |
9m 32.13s
| ||||||
Flex.2 | ||||||
2544969645 |
Flex2Pipeline | GPU |
16128 MB |
13% RAM |
27. |
3 GB |
22% |
| 2m 23. |
| 92s |
|
|
Steps: |
34 |
Seed: |
2544969645 | Flex2Pipeline |
Seed: 177124103
Lumina2PipelineGPU |
16136 MB |
13% RAM |
27. |
17 GB |
22% |
13m 30.63s
Steps: 16 (Recommended)
CFG=0
RAM 60.33 GB 48%
6m 50.23s
CFG=0
Steps: 28 (Recommended)
RAM 60.29 GB 48%
12m 38.12s
CFG=5
Steps: 50 (Recommended)
GPU 36116 MB 28%
RAM 60.29 GB 48%
39m 3.41s
CFG=6
Steps: 20 (Recommended 50)
| 3m 11.60s |
|
| ||||
Chroma | ||||||
Steps: 20 Size: 768x768 Sampler: Euler FlowMatch Seed: 1824549599 CFG scale: 2 | ChromaPipeline | GPU 27168 MB 21% | 8m 46.86s | |||
| Cosmos-Predict2 | ||||||
Cosmos-Predict2-14B-Text2Image Steps: 20 Size: 1024x1024 Seed: 3286438823 CFG scale: 6 | Cosmos2TextToImagePipeline | GPU 41726 MB 33% RAM 29.78 GB 24% | 24m 18.72s | |||
Steps: 20 Size: 1024x1024 Seed: 3286438823 CFG scale: 6 | Cosmos2TextToImagePipeline | GPU 18210 MB 14% RAM 3.38 GB 3% | 4m 35.96s | |||
| Lumina | ||||||
Model Size: 20GB Size: 512x512 Seed: 177124103
| Lumina2Pipeline | GPU 5472 MB 4% | 1m 29.33s | |||
Steps: 30 Seed: 177124103 | Lumina2Pipeline | GPU 7100 MB 6% | 13m 30.63s
| |||
Size: 1024x1024 CFG: 1 Steps: 15
| LuminaText2ImgPipeline | GPU 15018 MB 12% | 2m 2.43s | |||
| HiDream(1024x1024) | ||||||
Size: 3.3G Steps: 16 (Recommended) CFG=0
| HiDreamImagePipeline | GPU 36180 MB 28% RAM 60.33 GB 48% | 6m 50.23s | |||
Size: 3.3G CFG=0 Steps: 28 (Recommended) | HiDreamImagePipeline | GPU 34758 MB 27% RAM 60.29 GB 48% | 12m 38.12s | |||
Size: 3.3G CFG=5 Steps: 50 (Recommended)
| HiDreamImagePipeline | GPU 36116 MB 28% | 39m 3.41s | |||
CFG=6 Steps: 20 (Recommended 50) | HiDreamImagePipeline | GPU 36116 MB 28% | 16m 4.48s |
| ||
Size: 3.3G [826faaf670] CFG=0 Steps: 50
| HiDreamImagePipeline | GPU 36604 MB 29% | 21m 49.01s | |||
CFG=2 Steps: 30
| HiDreamImagePipeline | GPU 38086 MB 30% | 23m 44.70s | |||
| CogView | ||||||
Size: 29G Steps: 20 Size: 1024x1024 Seed: 3047948615 | CogView4Pipeline | GPU 18008 MB 14% RAM 32.6 GB 26% | 18m 31.15s
| |||
Steps: 20 Size: 512x512 Seed: 3047948615
| CogView4Pipeline | GPU 18876 MB 15% RAM 32.62 GB 26% | 3m 42.76s | |||
Size: 24G Steps: 20 Size: 512x512 Seed: 3047948615
| CogView3PlusPipeline | GPU 9172 MB 7% RAM 17.47 GB 14% | 2m 52.31s | |||
| WAN2.1 (512x512) | ||||||
Seed: 359634336 Steps: 20 | WanPipeline | GPU 39082 MB 30% | 5m 48.09s | |||
Steps: 40 Seed: 359634336 | WanPipeline | GPU 39062 MB 30% | 11m 21.67s | |||
Steps: 40 Seed: 359634336 | WanPipeline | GPU 15330 MB 12% | 1m 44.36s | |||
Steps: 40 Size: 768x768 Seed: 359634336 | WanPipeline | GPU 16856 MB 13% | 3m 42.38s | |||
Steps: 40 Size: 1024x1024 Seed: 359634336 | WanPipeline | GPU 19074 MB 15% | 7m 9.12s | |||
| PixArtAlpha | ||||||
Size: 21G Size: 1024x1024 | PixArtSigmaPipeline | GPU 9422 MB 7% RAM 13.42 GB 11% | 1m 57.11s | |||
Seed: 2537013933 Steps: 30 CFG: 2 | PixArtSigmaPipeline | GPU 13054 MB 10% RAM 2.75 GB 2% | 2m 33.46s | |||
Size: 1280x1280 Seed: 1977597170 | PixArtSigmaPipeline | GPU 11398 MB 9% RAM 13.47 GB 11% | 3m 39.43s | |||
kandinsky (512x512) | ||||||
Size: 27G [bf79e6c219] Size: 512x512 Seed: 519161814 | Kandinsky3Pipeline | GPU 16662 MB 13% RAM 25.34 GB 20% | 41.31s | |||
Steps: 50 Size: 512x512 | Kandinsky3Pipeline | GPU 16666 MB 13% RAM 25.46 GB 20% | 1m 4.68s | |||
Steps: 35 Size: 768x768 Seed: 472327535
| Kandinsky3Pipeline | GPU 16668 MB 13% RAM 25.29 GB 20% | 1m 21.45s | |||
| Sana (1024x1024) | ||||||
Size: 7.2G Size: 512x512
| SanaPipeline | GPU 5304 MB 4% RAM 9.47 GB 8% | 17.30s | |||
Sana_1600M_1024px Size: 9.1G Seed: 3047948615 | SanaPipeline | GPU 5866 MB 5% RAM 11.31 GB 9% | 51.80s | |||
Size: 9.1G Steps: 2 Seed: 3047948615
| SanaSprintPipeline | GPU 14340 MB 11% RAM 11.41 GB 9% | 11.90s | |||
Size: 9.1G Seed: 3047948615 | ||||||
GPU 36116 MB 28%
RAM 60.16 GB 48%
16m 4.48s
HiDream-E1-Full
[826faaf670]
CFG=0
Steps: 50
GPU 36604 MB 29%
RAM 59.13 GB 47%
21m 49.01s
CFG=2
Steps: 30
GPU 38086 MB 30%
RAM 59.13 GB 47%
23m 44.70s
Steps: 20
Size: 1024x1024
Seed: 3047948615
GPU 18008 MB 14%
RAM 32.6 GB 26%
18m 31.15s
Steps: 20
Size: 512x512
Seed: 3047948615
GPU 18876 MB 15%
RAM 32.62 GB 26%
Steps: 20
Size: 512x512
Seed: 3047948615
GPU 9172 MB 7%
RAM 17.47 GB 14%
Size: 1024x1024
RAM 13.42 GB 11%
Seed: 2537013933
Steps: 30
CFG: 2
RAM 2.75 GB 2%
Size: 1280x1280
Seed: 1977597170
RAM 13.47 GB 11%
kandinsky (512x512)
[bf79e6c219]
Size: 512x512
Seed: 519161814
GPU 16662 MB 13%
RAM 25.34 GB 20%
Steps: 50
Size: 512x512
GPU 16666 MB 13%
RAM 25.46 GB 20%
Steps: 35
Size: 768x768
Seed: 472327535
GPU 16668 MB 13%
RAM 25.29 GB 20%
Size: 512x512
| SanaPipeline | GPU 5304 MB 4% RAM |
| 10. |
| 97 GB |
| 9% |
| 54. |
| 40s |
Size: 15G Seed: 3047948615 | SanaPipeline | GPU |
| 10080 MB |
| 8% RAM |
| 16. |
| 8 GB |
| 13% |
| 2m 19.11s | ||||||
| Wuerstchen (1024x1024) | ||||||
Size: 5.4G Steps: 5 | WuerstchenCombinedPipeline | GPU 2714 MB 2% | 1m 6.71s | |||
Steps: 40 Seed: 3715452427 | WuerstchenCombinedPipeline | GPU 2714 MB 2% | 2m 20.77s | |||
Steps: 5 | WuerstchenCombinedPipeline | GPU 4590 MB 4% | 2m 14.87s | |||
| Omni | ||||||
Shitao/OmniGen-v1 Steps: 20 CFG:4 512x512 | OmniGenPipeline | GPU 9822 MB 8% | 2m 11.91s | |||
Steps: 20 Size: 1024x1024 Seed: 4021782110 CFG scale: 4 | OmniGen2Pipeline | GPU 18098 MB 14% | 24m 51.37s | |||
| Kolors | ||||||
Kolors-diffusers Steps: 24 Size: 1024x1024 Seed: 169014217 and 1002396217 CFG scale: 5 | KolorsPipeline | openvino | 6m 27.51s |
| ||
Steps: 2
Seed: 3047948615
RAM 11.41 GB 9%
11.90s
Seed: 3047948615
RAM 10.97 GB 9%
Seed: 3047948615
RAM 16.8 GB 13%
CFG: 2
Steps: 16
Steps: 5
Seed: 3715452427
GPU 2714 MB 2%
RAM 8.7 GB 7%
Steps: 40
Seed: 3715452427
GPU 2714 MB 2%
RAM 8.69 GB 7%
Steps: 5
Size: 1280x1280
Seed: 1588740529
GPU 4590 MB 4%
RAM 8.77 GB 7%
