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Modelpipelinesizetimeimage example
Stable Cascade 1.0

stable-cascade

[a89f66d459]

StableCascadeCombinedPipeline

GPU 7620 MB 6% | RAM 13.93 GB 11%2m 44.11s

Stable Diffusion 3.5 (1024x1024)

tensorart--stable-diffusion-3.5-large-TurboX

Image Size: 512x512

[23edf37b1f]


StableDiffusion3Pipeline

GPU 16604 MB 13% | RAM 28.83 GB 23%2m 48.05s

tensorart--stable-diffusion-3.5-medium-turboX

(Authentification needed)

Image Size: 512x512

[ec07796fc0]

StableDiffusion3Pipeline

GPU 16604 MB 13% | RAM 28.51 GB 23%2m 55.18s

stabilityai--stable-diffusion-3.5-large
(Authentification needed)

Image Size: 512x512

[ceddf0a7fd]

StableDiffusion3Pipeline

GPU 16528 MB 13% | RAM 28.76 GB 23%2m 41.02s

tensorart--stable-diffusion-3.5-medium-turbo

[e89195b004]

StableDiffusion3Pipeline

GPU 9178 MB 7% | RAM 18.02 GB 14% 7m 3.79s






Stable Diffusion XL (1024x1024)

dreamshaperXL_v21TurboDPMSDE

[4496b36d48]

StableDiffusionXLPipeline

GPU 6590 MB 5% | RAM 8.89 GB 7%1m 45.68s

TempestV0.1-Artistic

[9ca260b31e]

StableDiffusionXLPipeline

GPU 6590 MB 5% | RAM 8.93 GB 7%1m 47.59s

Segmind-Vega



StableDiffusionXLPipeline

GPU 2972 MB 2% | RAM 6.33 GB 5%54.78s

Segmind SSD-1B

StableDiffusionXLPipeline

GPU 4116 MB 3% | RAM 7.45 GB 6%1m 14.13s

juggernautXL_ragnarokBy

[dd08fa32f9]

StableDiffusionXLPipeline

 GPU 6588 MB 5% | RAM 8.89 GB 7%1m 47.37s

realvisxlV50_v50Bakedvae

[49527024b6]

StableDiffusionXLPipeline

GPU 6588 MB 5% | RAM 9.14 GB 7%1m 46.33s 

ponyDiffusionV6XL_v6TurboMerge

[7555ac941f]

StableDiffusionXLPipeline

GPU 6588 MB 5% | RAM 9.16 GB 7%1m 46.88s

prefectPonyXL_v50

[d1a2aac8e5]

StableDiffusionXLPipeline

GPU 6588 MB 5% | RAM 9.16 GB 7%1m 45.82s

realismByStableYogi_ponyV3VAE

[4796b66fd0]

StableDiffusionXLPipeline

GPU 6588 MB 5% | RAM 9.17 GB 7%1m 47.67s

ponyRealism_V23

[8ffda79382]

StableDiffusionXLPipeline

GPU 6588 MB 5% | RAM 9.15 GB 7%1m 49.29s

etri-vilab--koala-700m-llava-cap

[d7992bd7b2]

StableDiffusionXLPipeline

 GPU 2976 MB 2% | RAM 5.61 GB 4%51.43s

Stable diffusion 2.1 (512x512)
stable-diffusion-2.1


StableDiffusionPipelineGPU 2576 MB 2% | RAM 4.94 GB 4%19.52s

EulerStableDiffusionPipelineGPU 2736 MB 2% | RAM 4.87 GB 4%17.60s

Steps: 50

Sampler: DDIM

StableDiffusionPipelineGPU 2740 MB 2% | RAM 4.92 GB 4% 42.43s

Stable diffusion 1.5 (512x512)

dreamshaper_8

[879db523c3]

StableDiffusionPipelineGPU 3224 MB 3% | RAM 4.62 GB 4%23.51s

counterfeitV30_25

[a074b8864e]

StableDiffusionPipeline

GPU 2930 MB 2% | RAM 5.18 GB 4%21.06s

cyberrealistic_v80

[90389105e4]

StableDiffusionPipeline

GPU 2784 MB 2% | RAM 5.05 GB 4%21.80s

juggernaut_reborn

[338b85bc4f]

(need more steps)

StableDiffusionPipeline

GPU 2948 MB 2% | RAM 5.06 GB 4%21.86s

juggernaut_reborn

Steps: 80

StableDiffusionPipeline

GPU 2784 MB 2% | RAM 5.16 GB1m 15.75s

juggernaut_reborn

Steps: 40

Sampling DPM++ 2M SDE

StableDiffusionPipeline

GPU 2948 MB 2% | RAM 5.15 GB 4%38.21s

epicrealism_naturalSin

[bff4610d23]


StableDiffusionPipeline

GPU 2784 MB 2% | RAM 5.17 GB 4%
 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

SegMoE-SD-4x2-v0

[7a7d12be30]

StableDiffusionPipeline

GPU 4522 MB 4% | RAM 6.32 GB 5%36.68s

majicmixRealistic_v7

[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

meinamix_v12Final

[a5e5a941a3]

StableDiffusionPipeline

GPU 2784 MB 2% | RAM 5.33 GB 4%24.68s

disney-pixal-cartoon

[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 Schnell

ostris--Flex.1-alpha

7m

shuttle-3.1-aesthetic

Steps: 20

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 

shuttle-jaguar

Steps: 6

Size: 512x512

Seed: 2390905673

FluxPipeline

GPU 23074 MB 18% | RAM 33.9 GB 27%1m 10.53s

Image Added

Steps: 15

Size: 768x768

FluxPipeline




Black Forest Labs FLUX.1 Schnell
 (Authentification needed)

Steps: 4

Size: 512x512

Seed: 2544969645

Sampling DPM++ 2M

FluxPipeline

GPU 23070 MB 18% | RAM 34.24 GB 27%1m 1.83s

Steps: 20

Seed: 2544969645

Size: 768x768

FluxPipeline

GPU 23770 MB 19% | RAM 34.23 GB 27%4m 52.01s

FLUX.1-dev

Steps: 20

Size: 512x512

Seed: 2544969645

FluxPipeline

GPU 23088 MB 18% | RAM 34.22 GB 27%2m 33.27s

Steps: 20

Size: 768x768

Sampler: DPM++ 2M

Seed: 2544969645

FluxPipeline

GPU 23794 MB 19% | RAM 34.23 GB 27%4m 29.58s

Flex.2

ostris/

ostris--Flex.

2

1-

preview

alpha

5dd0b1bc2a

Steps: 20

Size: 512x512

Seed:

2544969645

2646842481

Flex2PipelineFluxPipeline

GPU

16128

15972 MB

13%

12% | RAM 27.

3

59 GB 22%

2m 1.51s

Image Added

Steps: 30

Size: 1024x1024

Seed: 271048284

FluxPipeline

GPU 18070 MB 14% | RAM 27.5 GB 22%

9m 32.13s 

Image Added

Flex.2

ostris/Flex.2-preview

Steps: 20

Size: 512x512

Seed: 2544969645

Flex2Pipeline

GPU 16128 MB 13% | RAM 27.3 GB 22%2m 23. 23.92s


Sampler: DPM++ 2M

Steps: 34

Seed: 2544969645

 

Flex2Pipeline

GPU 16136 MB 13% | RAM 27.17 GB 22%3m 11.60s


kandinsky (512x512)

kandinsky-community--kandinsky-3

27G22m512x512 -ok, 1024 -not
Tencent-Hunyuan--HunyuanDiT-v1.2-Diffusers
14G






















Random prompts used in this test

...

Code Block
root@server6:~# du -xsh /docker/sdnext/mnt-volume/models/Diffusers/* /docker/sdnext/mnt-volume/models/Stable-diffusion/*.safetensors |sort -n
2.0G    /docker/sdnext/mnt-volume/models/Stable-diffusion/dreamshaper_8.safetensors
2.0G    /docker/sdnext/mnt-volume/models/Stable-diffusion/dreamshaper_8.safetensors
2.0G-volume/models/Stable-diffusion/epicrealism_naturalSin.safetensors
2.0G    /docker/sdnext/mnt-volume/models/Stable-diffusion/juggernaut_reborn.safetensors
2.0G    /docker/sdnext/mnt-volume/models/Stable-diffusion/majicmixRealistic_v7.safetensors
2.0G    /docker/sdnext/mnt-volume/models/Stable-diffusion/meinamix_v12Final.safetensors
3.3G    /docker/sdnext/mnt-volume/models/Diffusers/models--amused--amused-512
3.3G    /docker/sdnext/mnt-volume/models/Diffusers/models--stabilityai--stable-diffusion-x4-upscaler
3.7G    /docker/sdnext/mnt-volume/models/Stable-diffusion/epicrealism_naturalSin.safetensors
2/Diffusers/models--segmind--SegMoE-SD-4x2-v0
4.0G    /docker/sdnext/mnt-volume/models/Stable-diffusion/juggernautcounterfeitV30_reborn25.safetensors
24.0G    /docker/sdnext/mnt-volume/models/Stable-diffusion/majicmixRealisticcyberrealistic_v7v80.safetensors
24.0G8G    /docker/sdnext/mnt-volume/models/Stable-diffusion/meinamixstableDiffusion35_v12Finalmedium.safetensors

34.3G9G    /docker/sdnext/mnt-volume/models/Diffusers/models--radames--amusedsmashed-stabilityai-amusedsd-512turbo
34.3G9G    /docker/sdnext/mnt-volume/models/Diffusers/models--stabilityai--stable-diffusion-x42-upscaler1
35.7G2G    /docker/sdnext/mnt-volume/models/Diffusers/models--segmindstablediffusionapi--SegMoE-SD-4x2-v0
4.0Ganything-v5
5.2G    /docker/sdnext/mnt-volume/models/Stable-diffusion/counterfeitV30_25.safetensors
4.0G/Diffusers/models--stablediffusionapi--disney-pixal-cartoon
5.2G    /docker/sdnext/mnt-volume/models/Stable-diffusion/cyberrealistic_v80.safetensors
4.8G/Diffusers/models--XCLiu--instaflow_0_9B_from_sd_1_5
5.4G    /docker/sdnext/mnt-volume/models/Stable-diffusion/stableDiffusion35_medium.safetensors
4.9GDiffusers/models--warp-ai--wuerstchen
6.2G    /docker/sdnext/mnt-volume/models/Diffusers/models--radamessegmind--smashed-stabilityai-sd-turbo
4.9GSegmind-Vega
6.3G    /docker/sdnext/mnt-volume/models/Diffusers/models--stabilityaietri-vilab--stablekoala-diffusion700m-2llava-1cap
56.2G3G    /docker/sdnext/mnt-volume/models/Diffusers/models--warp-stablediffusionapidiffusion--anythingwuerstchen-v5prior
56.2G5G    /docker/sdnext/mnt-volume/models/Diffusers/models--stablediffusionapi--disney-pixal-cartoon
5.2G/Stable-diffusion/dreamshaperXL_v21TurboDPMSDE.safetensors
6.5G    /docker/sdnext/mnt-volume/models/Stable-diffusion/ponyDiffusionV6XL_v6TurboMerge.safetensors
6.5G    /docker/sdnext/mnt-volume/models/Diffusers/models--XCLiu--instaflow_0_9B_from_sd_1_5
5.4GStable-diffusion/ponyRealism_V23.safetensors
6.5G    /docker/sdnext/mnt-volume/models/Diffusers/models--warp-ai--wuerstchenStable-diffusion/prefectPonyXL_v50.safetensors
6.3G5G    /docker/sdnext/mnt-volume/models/Diffusers/models--etri-vilab--koala-700m-llava-cap/Stable-diffusion/realismByStableYogi_ponyV3VAE.safetensors
6.3G5G    /docker/sdnext/mnt-volume/models/Diffusers/models--warpStable-diffusion--wuerstchen-prior/TempestV0.1-Artistic.safetensors
6.5G7G    /docker/sdnext/mnt-volume/models/Stable-diffusion/dreamshaperXLjuggernautXL_v21TurboDPMSDEragnarokBy.safetensors
68.5G0G    /docker/sdnext/mnt-volume/models/Stable-diffusion/ponyDiffusionV6XLprojectZeusSD3_v6TurboMergev10.safetensors
68.5G1G    /docker/sdnext/mnt-volume/models/Stable-diffusion/ponyRealism_V23.safetensors
6.5GDiffusers/models--stabilityai--stable-diffusion-3.5-large-controlnet-depth
8.2G    /docker/sdnext/mnt-volume/models/Stable-diffusion/prefectPonyXLr35on4nce_v50r35AnalogCstageBf16.safetensors
68.5G4G    /docker/sdnext/mnt-volume/models/Stable-diffusion/realismByStableYogi_ponyV3VAE.safetensors
6.5GDiffusers/models--segmind--SSD-1B
9.1G    /docker/sdnext/mnt-volume/models/Stable-diffusion/TempestV0.1-Artistic.safetensors
6.7GDiffusers/models--Efficient-Large-Model--Sana_Sprint_1.6B_1024px_diffusers
13G     /docker/sdnext/mnt-volume/models/Stable-diffusion/juggernautXL_ragnarokBy.safetensors
8.0GDiffusers/models--playgroundai--playground-v2-256px-base
13G     /docker/sdnext/mnt-volume/models/Stable-diffusion/projectZeusSD3realvisxlV50_v10v50Bakedvae.safetensors
8.1G14G     /docker/sdnext/mnt-volume/models/Diffusers/models--stabilityai--stable-diffusion-3.5xl-large-controlnet-depth
9.1Gbase-1.0
14G     /docker/sdnext/mnt-volume/models/Diffusers/models--EfficientTencent-LargeHunyuan-Model-HunyuanDiT-Sana_Sprint_1.6B_1024px_diffusers

13Gv1.2-Diffusers
15G     /docker/sdnext/mnt-volume/models/Diffusers/models--playgroundai--playground-v2-256px-base
13Ga-k-aAiMGoD--lora-real-face-stable-3.5-large
15G     /docker/sdnext/mnt-volume/models/Stable-diffusion/realvisxlV50_v50Bakedvae.safetensors
14GDiffusers/models--Shitao--OmniGen-v1
15G     /docker/sdnext/mnt-volume/models/Diffusers/models--stabilityai--stable-diffusion-xl-base-1.0
14Gcascade
16G     /docker/sdnext/mnt-volume/models/Diffusers/models--Tencenttensorart-Hunyuan-stable-HunyuanDiTdiffusion-v13.25-medium-Diffusersturbo
15G16G     /docker/sdnext/mnt-volume/models/Diffusers/models--a-k-aAiMGoD--lora-real-face-stable-3.5-large
15GStable-diffusion/stableDiffusion35_large.safetensors
21G     /docker/sdnext/mnt-volume/models/Diffusers/models--PixArt-alpha-Shitao-PixArt-XL-OmniGen2-v1512x512
15G25G     /docker/sdnext/mnt-volume/models/Diffusers/models--stabilityaiostris--stableFlex.1-cascadealpha
16G26G     /docker/sdnext/mnt-volume/models/Diffusers/models--tensorartstabilityai--stable-diffusion-3.5-medium-turbolarge
16G26G     /docker/sdnext/mnt-volume/models/Stable-diffusion/stableDiffusion35_large.safetensors

21G/Diffusers/models--stabilityai--stable-diffusion-3.5-large-turbo
27G     /docker/sdnext/mnt-volume/models/Diffusers/models--PixArtkandinsky-alphacommunity--PixArt-XL-2-512x512
25Gkandinsky-3
28G     /docker/sdnext/mnt-volume/models/Diffusers/models--ostristensorart--stable-diffusion-Flex3.15-large-alphaTurboX

26G29G     /docker/sdnext/mnt-volume/models/Diffusers/models--stabilityai-THUDM-stable-diffusion-3.5-large
26GCogView4-6B
31G     /docker/sdnext/mnt-volume/models/Diffusers/models--stabilityaifal--stable-diffusion-3.5-large-turbo
27GAuraFlow
31G     /docker/sdnext/mnt-volume/models/Diffusers/models--kandinskystabilityai-community-stable-kandinskycascade-3prior
28G32G     /docker/sdnext/mnt-volume/models/Diffusers/models--tensorartblack-forest-stablelabs-diffusion-3FLUX.51-large-TurboXdev
29G32G     /docker/sdnext/mnt-volume/models/Diffusers/models--THUDMblack-forest-labs--CogView4FLUX.1-6Bschnell
31G32G     /docker/sdnext/mnt-volume/models/Diffusers/models--fal--AuraFlow
31Gshuttleai--shuttle-3.1-aesthetic
32G     /docker/sdnext/mnt-volume/models/Diffusers/models--stabilityaishuttleai--stableshuttle-cascade-priorjaguar