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Image Size: 512x512

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

stabilityai--stable-diffusion-3.5-large-turbo

Image Size: 512x512

[ec07796fc0]

StableDiffusion3Pipeline

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

stabilityai--stable-diffusion-3.5-large
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

Image Added

Segmind SSD-1B

StableDiffusionXLPipeline

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

Image Added

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 1.5 (512x512)

dreamshaper_8

[879db523c3]

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

Image Modified

ostris--Flex.1-alpha

25G
7m

kandinsky-community--kandinsky-3

27G22m512x512 -ok, 1024 -not

segmind---SD-4x2-v0

3.7G

XCLiu--instaflow_0_9B_from_sd_1_5

5.2G

juggernaut_reborn

2.0Gnot finished

meinamix_v12Final

2.0G6mneed more than 20 steps

epicrealism_naturalSin

6.5G
2mneed more than 20 steps

counterfeitV30_25

4.0G5mstabilityai--stable-cascade-prior21G3m256 and 512 not work
Tencent-Hunyuan--HunyuanDiT-v1.2-Diffusers
14G
koala-700m-llava-cap 
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/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/Diffusers/models--segmind--SegMoE-SD-4x2-v0
4.0G    /docker/sdnext/mnt-volume/models/Stable-diffusion/counterfeitV30_25.safetensors
4.0G    /docker/sdnext/mnt-volume/models/Stable-diffusion/cyberrealistic_v80.safetensors
4.8G    /docker/sdnext/mnt-volume/models/Stable-diffusion/stableDiffusion35_medium.safetensors
4.9G    /docker/sdnext/mnt-volume/models/Diffusers/models--radames--smashed-stabilityai-sd-turbo
4.9G    /docker/sdnext/mnt-volume/models/Diffusers/models--stabilityai--stable-diffusion-2-1
5.2G    /docker/sdnext/mnt-volume/models/Diffusers/models--stablediffusionapi--anything-v5
5.2G    /docker/sdnext/mnt-volume/models/Diffusers/models--stablediffusionapi--disney-pixal-cartoon
5.2G    /docker/sdnext/mnt-volume/models/Diffusers/models--XCLiu--instaflow_0_9B_from_sd_1_5
5.4G    /docker/sdnext/mnt-volume/models/Diffusers/models--warp-ai--wuerstchen
6.3G    /docker/sdnext/mnt-volume/models/Diffusers/models--etri-vilab--koala-700m-llava-cap
6.3G    /docker/sdnext/mnt-volume/models/Diffusers/models--warp-diffusion--wuerstchen-prior
6.5G    /docker/sdnext/mnt-volume/models/Stable-diffusion/dreamshaperXL_v21TurboDPMSDE.safetensors
6.5G    /docker/sdnext/mnt-volume/models/Stable-diffusion/ponyDiffusionV6XL_v6TurboMerge.safetensors
6.5G    /docker/sdnext/mnt-volume/models/Stable-diffusion/ponyRealism_V23.safetensors
6.5G    /docker/sdnext/mnt-volume/models/Stable-diffusion/prefectPonyXL_v50.safetensors
6.5G    /docker/sdnext/mnt-volume/models/Stable-diffusion/realismByStableYogi_ponyV3VAE.safetensors
6.5G    /docker/sdnext/mnt-volume/models/Stable-diffusion/TempestV0.1-Artistic.safetensors
6.7G    /docker/sdnext/mnt-volume/models/Stable-diffusion/juggernautXL_ragnarokBy.safetensors
8.0G    /docker/sdnext/mnt-volume/models/Stable-diffusion/projectZeusSD3_v10.safetensors
8.1G    /docker/sdnext/mnt-volume/models/Diffusers/models--stabilityai--stable-diffusion-3.5-large-controlnet-depth
9.1G    /docker/sdnext/mnt-volume/models/Diffusers/models--Efficient-Large-Model--Sana_Sprint_1.6B_1024px_diffusers

13G     /docker/sdnext/mnt-volume/models/Diffusers/models--playgroundai--playground-v2-256px-base
13G     /docker/sdnext/mnt-volume/models/Stable-diffusion/realvisxlV50_v50Bakedvae.safetensors
14G     /docker/sdnext/mnt-volume/models/Diffusers/models--stabilityai--stable-diffusion-xl-base-1.0
14G     /docker/sdnext/mnt-volume/models/Diffusers/models--Tencent-Hunyuan--HunyuanDiT-v1.2-Diffusers
15G     /docker/sdnext/mnt-volume/models/Diffusers/models--a-k-aAiMGoD--lora-real-face-stable-3.5-large
15G     /docker/sdnext/mnt-volume/models/Diffusers/models--Shitao--OmniGen-v1
15G     /docker/sdnext/mnt-volume/models/Diffusers/models--stabilityai--stable-cascade
16G     /docker/sdnext/mnt-volume/models/Diffusers/models--tensorart--stable-diffusion-3.5-medium-turbo
16G     /docker/sdnext/mnt-volume/models/Stable-diffusion/stableDiffusion35_large.safetensors

21G     /docker/sdnext/mnt-volume/models/Diffusers/models--PixArt-alpha--PixArt-XL-2-512x512
25G     /docker/sdnext/mnt-volume/models/Diffusers/models--ostris--Flex.1-alpha

26G     /docker/sdnext/mnt-volume/models/Diffusers/models--stabilityai--stable-diffusion-3.5-large
26G     /docker/sdnext/mnt-volume/models/Diffusers/models--stabilityai--stable-diffusion-3.5-large-turbo
27G     /docker/sdnext/mnt-volume/models/Diffusers/models--kandinsky-community--kandinsky-3
28G     /docker/sdnext/mnt-volume/models/Diffusers/models--tensorart--stable-diffusion-3.5-large-TurboX
29G     /docker/sdnext/mnt-volume/models/Diffusers/models--THUDM--CogView4-6B
31G     /docker/sdnext/mnt-volume/models/Diffusers/models--fal--AuraFlow
31G     /docker/sdnext/mnt-volume/models/Diffusers/models--stabilityai--stable-cascade-prior

Random prompts used in this test

  • crazy frog on the moon

  • Asian girl with white rabbit in New York Central Park

  • Sports car in faraway winter village get towed by coca-cola truck

  • Президент України на центральній площі столиці

Defaults (All SD.Next App parameters left in defaults)

  • Batch count =1
  • Batch size = 1
  • Guidance end = 1
  • Guidance scale = 6
  • Steps = 20
  • Sampling method = default

...

stabilityai--stable-diffusion-3.5-large

Model Size: 24G
Image Size: 1024x1024,

Time: 17m 48.33s 

...

 

THUDM--CogView4-6B

Model Size:  24G

Image Size: 1024x1024,

Pipeline: CogView4Pipeline

Site https://cogview4.net/

...

Image Removed

...

Image Removed

...

Image Removed

...

Image Removed

...

 

...

 

...

stable-diffusion-3.5-medium-turbo

pipeline=StableDiffusion3Pipeline

Model Size: 16G
Image Size: 1024x1024,

...

 Image Removed

Time: 13m

...

Image Removed

...

 Image Removed

...

Image Removed

...

pipeline=StableDiffusion3Pipeline

Model Size: 28G
Image Size: 1024x1024,

 

...

Image Removed

Time: 17m 49.71s 

Image Removed

...

 Image Removed

...

Image Removed

stabilityai--stable-cascade

Model Size:  15G

Image Size: 1024x1024,

Pipeline: StableCascadeCombinedPipeline

...

Image Removed

Time: 2m 43.67s 

...

Image Removed

Time: 2m 45.05s

...

Image Removed

Time: 2m 44.83s 

...

Image Removed

Time: 2m 44.93s 

stabilityai--stable-cascade-prior

Model Size:  31G

Image Size: 1024x1024,

Pipeline: StableCascadeCombinedPipeline

 

...

Image Removed

Time: 2m 44.86s 

...

Image Removed

Time: 2m 44.76s

...

Image Removed

Time: 2m 44.76s

...

Image Removed

Time: 2m 44.77s

...

dreamshaperXL_v21TurboDPMSDE

Model Size: 6.5G

Image Size: 1024x1024, 

Pipeline: StableDiffusionXLPipeline

...

Image Removed

Time: 4m 10.85             

...

Image Removed

Time: 4m 5.84s

...

Image Removed

Time: 4m 5.55s

...

Image Removed

Time: 4m 5.27s 

...

dreamshaperXL_v21TurboDPMSDE

Model Size: 6.5G

Image Size: 1024x1024, 

(OpenVINO)

...

Image Removed

Time: 1m 25.62s

...

Image Removed

Time: 1m 27.45s 

...

Image Removed

Time: 1m 27.33s 

...

Image Removed

Time: 1m 27.47s

...

ostris--Flex.1-alpha

Model Size: 6.5G

Pipeline: FluxPipeline

Image Size: 1024x1024, 

 

...

Image Removed

Time: 6m 52.95s 

...

Image Removed

Time: 6m 27.95s

...

Image Removed

Time: 6m 26.53s

...

Image Removed

Time: 6m 27.70s

...

TempestV0.1-Artistic

Model Size: 6.5G

Pipeline: StableDiffusionXLPipeline

Image Size: 1024x1024, 

 

...

Image Removed

Time: 1m 45.31s

...

Image Removed

Time: 1m 46.13s

...

Image Removed

Time: 1m 45.31s 

...

Image Removed

Time: 1m 47.05s

...

dreamshaper_8

Model Size: 2.0G

Pipeline: StableDiffusionPipeline

Image Size: 1024x1024, 

...

Image Removed

Time: 5m 53.64s

...

Image Removed

...

Image Removed

...

Image Removed

...

kandinsky-community--kandinsky-3

Model Size: 27G

Pipeline: Kandinsky3Pipeline
Image Size: 512x512,

 

...

Image Removed

Time: 22.38s

...

Image Removed

Time: 22.41s

...

Image Removed

Time: 22.96s

...

Image Removed

Time: 22.93s

...

segmind---SD-4x2-v0

Model Size: 3.7G

Pipeline: StableDiffusionPipeline

Image Size: 1024x1024

...

Image Removed

time=868.29 (other high load)

...

Image Removed

Time: 5m 55.77s 

...

Image Removed

Time: 6m 25.73s 

...

Image Removed

Time: 6m 35.28s 

...

segmind--tiny-sd

Model Size: 1G

Pipeline: StableDiffusionPipeline

Image Size: 1024x1024

...

Image Removed

Time: 3m 25.01s 

...

Image Removed

Time: 3m 25.15s 

...

Image Removed

Time: 3m 24.95s 

...

Image Removed

Time: 3m 26.57s 

XCLiu--instaflow_0_9B_from_sd_1_5

Model Size: 5.2G

Pipeline: InstaFlowPipeline

Image Size: 1024x1024, 

...

Image Removed

Time: 13m 47.34s

...

Image Removed

Time: 13m 48.29s

...

Image Removed

Time: 13m 54.21s

...

Image Removed

Time: 13m 54.96s

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juggernautXL_ragnarokBy

Model Size: 6.7G

Pipeline: StableDiffusionXLPipeline

Image Size: 1024x1024

 

...

Image Removed

Time: 1m 45.56s

...

Image Removed

Time: 1m 45.57s 

...

Image Removed

Time: 1m 45.27s

...

Image Removed

Time: 1m 45.51s 

juggernaut_reborn

Model Size: 2.0G

Pipeline: StableDiffusionPipeline

Image Size: 1024x1024

...

Image Removed

Time: 7m 51.51s

...

Image Removed

Time: 7m 12.42s

...

Image Removed

Time: 6m 32.72s

...

Image Removed

Time: 6m 12.55s

...

meinamix_v12Final

Model Size: 2G

Pipeline: StableDiffusionPipeline

Image Size: 1024x1024

...

Image Removed

7m 5.59s

...

Image Removed

Time: 5m 50.81s

...

Image Removed

6m 18.95s

...

Image Removed

Time: 14m 30.83s  (background tasks)

...

ponyRealism_V23

Model Size: 6.2G

Pipeline: StableDiffusionXLPipeline

Image Size: 1024x1024

...

Image Removed

Time: 1m 48.85s

...

Image Removed

Time: 1m 45.83s 

...

Image Removed

Time: 1m 45.75s

...

Image Removed

Time: 1m 45.75s +neg. prompt (no nudes)

...

prefectPonyXL_v50

Model Size: 6.2G

Pipeline: StableDiffusionXLPipeline

Image Size: 1024x1024

 

...

Image Removed

Time: 1m 45.26s 

...

Image Removed

Time: 1m 45.37s 

...

Image Removed

Time: 1m 45.31s 

...

Image Removed

Time: 1m 45.46s

...

ponyDiffusionV6XL_v6TurboMerge

Model Size: 6.5G

Pipeline: StableDiffusionXLPipeline

Image Size: 1024x1024

 

...

Image Removed

Time: 1m 46.17s

...

Image Removed

Time: 1m 46.72s 

...

Image Removed

Time: 1m 46.04s

...

Image Removed

Time: 4m 14.59s

...

epicrealism_naturalSin

Model Size: 2G

Pipeline: StableDiffusionPipeline

Image Size: 1024x1024

...

Image Removed

Time: 5m 49.91s (20 step)

...

Image Removed

Time: 5m 50.01s (20 steps, CFG=6)

...

Image Removed

Time: 8m 34.48s  (30 steps, CFG=7.5)

...

Image Removed

Time: 8m 37.26s (30 steps, CFG=7.5)

...

counterfeitV30_25

Model Size: 4G

Image Size: 1024x1024

...

Image Removed

...

Image Removed

Time: 5m 50.00s 

...

Image Removed

Time: 5m 49.99s

...

Image Removed

Time: 10m 58.72s

stablediffusionapi--disney-pixal-cartoon

Model Size: 5.2G

Pipeline: StableDiffusionPipeline

Image Size: 1024x1024

...

Image Removed

Time: 5m 52.60s 

...

Image Removed

Time: 5m 52.44s 

...

Image Removed

Time: 5m 52.57s

...

Image Removed

5m 56.06s 

...

stablediffusionapi--anything-v5

Model Size: 5.2G

Pipeline: StableDiffusionPipeline

Image Size: 1024x1024

 

...

Image Removed

...

Image Removed

...

Image Removed

...

Image Removed

Time: 6m 8.78s

...

Model Size: 14G

Image Size: 1024x1024

Pipeline: HunyuanDiTPipeline

 Sampling method = default

Image Removed

...

Image Removed

...

Image Removed

...

Image Removed

...

PixArt-alpha--PixArt-XL-2-512x512

Model Size: 21G

Pipeline: PixArtAlphaPipeline

Size: 512x512

...

Image Removed

Time: 24.79s 

...

Image Removed

Time: 24.69s 

...

Image Removed

Time: 24.76s 

...

Image Removed

Time: 24.69s 

...

PixArt-alpha--PixArt-XL-2-512x512

Model Size: 21G

Pipeline: PixArtAlphaPipeline

Size: 1024x1024

 

...

Image Removed

...

Image Removed

...

Image Removed

...

Image Removed

...

Efficient-Large-Model–Sana_Sprint_1.6B_1024px_diffuser

Model Size: 9.1G
Image Size: 1024x1024,

Pipeline:  SanaSprintPipeline
Steps: 2

...

Image Removed

Time: 19.60s 

...

Image Removed

Time: 12.25s

...

Image Removed

Time: 11.77s

...

Image Removed

Time: 11.51s

...

playgroundai--playground-v2-256px-base

Model Size: 13G

Pipeline: StableDiffusionXLPipeline

Image Size: 256x256

 

...

Image Removed

Time: 14.15s 

...

Image Removed

Time: 14.15s 

...

Image Removed

Time: 14.07s 

Image Removed

Time: 14.13s

models--warp-ai–wuerstchen

Pipeline: WuerstchenCombinedPipeline

Model Size: 9.1G
Image Size: 1024x1024,

...

Image Removed

Time: 1m 39.51s

...

Image Removed

Time: 1m 38.01s

...

Image Removed

Time: 1m 38.29s

...

Image Removed

Time: 1m 37.76s 

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

Pipeline: StableDiffusionXLPipeline

Model Size: 6.3G
Image Size: 1024x1024,

...

Image Removed

Time: 50.27s 

...

Image Removed

Time: 49.80s

...

Image Removed

Time: 50.52s 

...

Image Removed

Time: 50.52s

SD Versions info from wiki

https://en.wikipedia.org/wiki/Stable_Diffusion

...

SD.Next Doc Models

https://vladmandic.github.io/sdnext-docs/Models/

...

counterfeitV30_25

[a074b8864e]

StableDiffusionPipeline

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

Image Added

cyberrealistic_v80

[90389105e4]

StableDiffusionPipeline

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

Image Added

juggernaut_reborn

[338b85bc4f]

(need more steps)

StableDiffusionPipeline

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

Image Added

juggernaut_reborn

Steps: 80

StableDiffusionPipeline

GPU 2784 MB 2% | RAM 5.16 GB1m 15.75s

Image Added

juggernaut_reborn

Steps: 40

Sampling DPM++ 2M SDE

StableDiffusionPipeline

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

Image Added

epicrealism_naturalSin

[bff4610d23]


StableDiffusionPipeline

GPU 2784 MB 2% | RAM 5.17 GB 4%
 21.96s

Image Added

Steps: 80

StableDiffusionPipeline

GPU 2784 MB 2% | RAM 5.18 GB 4%1m 17.22s

Image Added

Steps: 40

Sampling DPM++ 2M SDE

StableDiffusionPipeline

GPU 2784 MB 2% | RAM 5.17 GB 4%39.37s

Image Added

SegMoE-SD-4x2-v0

[7a7d12be30]

StableDiffusionPipeline

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

Image Added

majicmixRealistic_v7

[7c819b6d13]

StableDiffusionPipeline

GPU 2784 MB 2% | RAM 5.25 GB 4%22.85s

Image Added

Steps: 40

Sampling Euler a

StableDiffusionPipeline

GPU 2784 MB 2% | RAM 5.25 GB 4%39.69s

Image Added

meinamix_v12Final

[a5e5a941a3]

StableDiffusionPipeline

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

Image Added

disney-pixal-cartoon

[bd1ac21dc5]

StableDiffusionPipeline

GPU 2784 MB 2% | RAM 5.25 GB 4%24.80s

Image Added

Sampling DPM++ 2M SDE

StableDiffusionPipeline

GPU 2952 MB 2% | RAM 5.25 GB 4%22.12s

Image Added

Steps: 40

Sampling DPM++ 2M SDE

Size: 768x768

StableDiffusionPipeline

GPU 7328 MB 6% | RAM 5.27 GB 4%4m 4.13s

Image Added


ostris--Flex.1-alpha


25G
7m

kandinsky-community--kandinsky-3


27G22m512x512 -ok, 1024 -not

XCLiu--instaflow_0_9B_from_sd_1_5


5.2G

Tencent-Hunyuan--HunyuanDiT-v1.2-Diffusers

14G




Random prompts used in this test

  • crazy frog on the moon

  • Asian girl with white rabbit in New York Central Park

  • Sports car in faraway winter village get towed by coca-cola truck

  • Президент України на центральній площі столиці

Defaults (All SD.Next App parameters left in defaults)

  • Batch count =1
  • Batch size = 1
  • Guidance end = 1
  • Guidance scale = 6
  • Steps = 20
  • Sampling method = default


Modelcrazy frog on the moonAsian girl with white rabbit in
New York Central Park
Sports car in faraway winter village
get towed by coca-cola truck
Президент України на
центральній площі столиці

stabilityai--stable-diffusion-3.5-large

Model Size: 24G
Image Size: 1024x1024,

Time: 17m 48.33s 



 


THUDM--CogView4-6B

Model Size:  24G

Image Size: 1024x1024,

Pipeline: CogView4Pipeline


Site https://cogview4.net/

Image Added

Image Added

Image Added

Image Added

 



 


stable-diffusion-3.5-medium-turbo

pipeline=StableDiffusion3Pipeline

Model Size: 16G
Image Size: 1024x1024,

 Image Added

Time: 13m

Image Added

 Image Added

Image Added

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

pipeline=StableDiffusion3Pipeline

Model Size: 28G
Image Size: 1024x1024,

 

Image Added

Time: 17m 49.71s 

Image Added


 Image Added

Image Added

stabilityai--stable-cascade

Model Size:  15G

Image Size: 1024x1024,

Pipeline: StableCascadeCombinedPipeline


Image Added

Time: 2m 43.67s 

Image Added

Time: 2m 45.05s

Image Added

Time: 2m 44.83s 

Image Added

Time: 2m 44.93s 

stabilityai--stable-cascade-prior

Model Size:  31G

Image Size: 1024x1024,

Pipeline: StableCascadeCombinedPipeline



 

Image Added

Time: 2m 44.86s 

Image Added

Time: 2m 44.76s

Image Added

Time: 2m 44.76s

Image Added

Time: 2m 44.77s

dreamshaperXL_v21TurboDPMSDE

Model Size: 6.5G

Image Size: 1024x1024, 

Pipeline: StableDiffusionXLPipeline

Image Added

Time: 4m 10.85             

Image Added

Time: 4m 5.84s

Image Added

Time: 4m 5.55s

Image Added

Time: 4m 5.27s 

dreamshaperXL_v21TurboDPMSDE

Model Size: 6.5G

Image Size: 1024x1024, 

(OpenVINO)

Image Added

Time: 1m 25.62s

Image Added

Time: 1m 27.45s 

Image Added

Time: 1m 27.33s 

Image Added

Time: 1m 27.47s

ostris--Flex.1-alpha

Model Size: 6.5G

Pipeline: FluxPipeline

Image Size: 1024x1024, 

 

Image Added

Time: 6m 52.95s 

Image Added

Time: 6m 27.95s

Image Added

Time: 6m 26.53s

Image Added

Time: 6m 27.70s

TempestV0.1-Artistic

Model Size: 6.5G

Pipeline: StableDiffusionXLPipeline

Image Size: 1024x1024, 

 

Image Added

Time: 1m 45.31s

Image Added

Time: 1m 46.13s

Image Added

Time: 1m 45.31s 

Image Added

Time: 1m 47.05s

dreamshaper_8

Model Size: 2.0G

Pipeline: StableDiffusionPipeline

Image Size: 1024x1024, 

Image Added

Time: 5m 53.64s

Image Added

Image Added

Image Added

kandinsky-community--kandinsky-3

Model Size: 27G

Pipeline: Kandinsky3Pipeline
Image Size: 512x512,

 

Image Added

Time: 22.38s

Image Added

Time: 22.41s

Image Added

Time: 22.96s

Image Added

Time: 22.93s

segmind---SD-4x2-v0

Model Size: 3.7G

Pipeline: StableDiffusionPipeline

Image Size: 1024x1024

Image Added

time=868.29 (other high load)

Image Added

Time: 5m 55.77s 

Image Added

Time: 6m 25.73s 

Image Added

Time: 6m 35.28s 

segmind--tiny-sd

Model Size: 1G

Pipeline: StableDiffusionPipeline

Image Size: 1024x1024

Image Added

Time: 3m 25.01s 

Image Added

Time: 3m 25.15s 

Image Added

Time: 3m 24.95s 

Image Added

Time: 3m 26.57s 

XCLiu--instaflow_0_9B_from_sd_1_5

Model Size: 5.2G

Pipeline: InstaFlowPipeline

Image Size: 1024x1024, 


Image Added

Time: 13m 47.34s

Image Added

Time: 13m 48.29s

Image Added

Time: 13m 54.21s

Image Added

Time: 13m 54.96s

juggernautXL_ragnarokBy

Model Size: 6.7G

Pipeline: StableDiffusionXLPipeline

Image Size: 1024x1024

 

Image Added

Time: 1m 45.56s

Image Added

Time: 1m 45.57s 

Image Added

Time: 1m 45.27s

Image Added

Time: 1m 45.51s 

juggernaut_reborn

Model Size: 2.0G

Pipeline: StableDiffusionPipeline

Image Size: 1024x1024


Image Added

Time: 7m 51.51s

Image Added

Time: 7m 12.42s

Image Added

Time: 6m 32.72s

Image Added

Time: 6m 12.55s

meinamix_v12Final

Model Size: 2G

Pipeline: StableDiffusionPipeline

Image Size: 1024x1024

Image Added

7m 5.59s

Image Added

Time: 5m 50.81s

Image Added

6m 18.95s

Image Added

Time: 14m 30.83s  (background tasks)

ponyRealism_V23

Model Size: 6.2G

Pipeline: StableDiffusionXLPipeline

Image Size: 1024x1024

Image Added

Time: 1m 48.85s

Image Added

Time: 1m 45.83s 

Image Added

Time: 1m 45.75s

Image Added

Time: 1m 45.75s +neg. prompt (no nudes)

prefectPonyXL_v50

Model Size: 6.2G

Pipeline: StableDiffusionXLPipeline

Image Size: 1024x1024

 

Image Added

Time: 1m 45.26s 

Image Added

Time: 1m 45.37s 

Image Added

Time: 1m 45.31s 

Image Added

Time: 1m 45.46s

ponyDiffusionV6XL_v6TurboMerge

Model Size: 6.5G

Pipeline: StableDiffusionXLPipeline

Image Size: 1024x1024

 

Image Added

Time: 1m 46.17s

Image Added

Time: 1m 46.72s 

Image Added

Time: 1m 46.04s

Image Added

Time: 4m 14.59s

epicrealism_naturalSin

Model Size: 2G

Pipeline: StableDiffusionPipeline

Image Size: 1024x1024

Image Added

Time: 5m 49.91s (20 step)

Image Added

Time: 5m 50.01s (20 steps, CFG=6)

Image Added

Time: 8m 34.48s  (30 steps, CFG=7.5)

Image Added

Time: 8m 37.26s (30 steps, CFG=7.5)

counterfeitV30_25

Model Size: 4G

Image Size: 1024x1024

Image Added

Image Added

Time: 5m 50.00s 

Image Added

Time: 5m 49.99s

Image Added

Time: 10m 58.72s

stablediffusionapi--disney-pixal-cartoon

Model Size: 5.2G

Pipeline: StableDiffusionPipeline

Image Size: 1024x1024


Image Added

Time: 5m 52.60s 

Image Added

Time: 5m 52.44s 

Image Added

Time: 5m 52.57s

Image Added

5m 56.06s 

stablediffusionapi--anything-v5

Model Size: 5.2G

Pipeline: StableDiffusionPipeline

Image Size: 1024x1024

 

Image Added

Image Added

Image Added

Image Added

Time: 6m 8.78s

Tencent-Hunyuan--HunyuanDiT-v1.2-Diffusers

Model Size: 14G

Image Size: 1024x1024

Pipeline: HunyuanDiTPipeline

 Sampling method = default

Image Added


Image Added

Image Added

Image Added

PixArt-alpha--PixArt-XL-2-512x512

Model Size: 21G

Pipeline: PixArtAlphaPipeline

Size: 512x512

Image Added

Time: 24.79s 

Image Added

Time: 24.69s 

Image Added

Time: 24.76s 

Image Added

Time: 24.69s 

PixArt-alpha--PixArt-XL-2-512x512

Model Size: 21G

Pipeline: PixArtAlphaPipeline

Size: 1024x1024

 

Image Added

Image Added

Image Added

Image Added

Efficient-Large-Model–Sana_Sprint_1.6B_1024px_diffuser

Model Size: 9.1G
Image Size: 1024x1024,

Pipeline:  SanaSprintPipeline
Steps: 2

Image Added

Time: 19.60s 

Image Added

Time: 12.25s

Image Added

Time: 11.77s

Image Added

Time: 11.51s

playgroundai--playground-v2-256px-base

Model Size: 13G

Pipeline: StableDiffusionXLPipeline

Image Size: 256x256

 

Image Added

Time: 14.15s 

Image Added

Time: 14.15s 

Image Added

Time: 14.07s 

Image Added

Time: 14.13s


models--warp-ai–wuerstchen

Pipeline: WuerstchenCombinedPipeline

Model Size: 9.1G
Image Size: 1024x1024,


Image Added

Time: 1m 39.51s

Image Added

Time: 1m 38.01s

Image Added

Time: 1m 38.29s

Image Added

Time: 1m 37.76s 

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

Pipeline: StableDiffusionXLPipeline

Model Size: 6.3G
Image Size: 1024x1024,


Image Added

Time: 50.27s 

Image Added

Time: 49.80s

Image Added

Time: 50.52s 

Image Added

Time: 50.52s


SD Versions info from wiki

https://en.wikipedia.org/wiki/Stable_Diffusion

Version numberRelease dateParametersNotes
1.1, 1.2, 1.3, 1.4August 2022
All released by CompVis. There is no "version 1.0". 1.1 gave rise to 1.2, and 1.2 gave rise to both 1.3 and 1.4.
1.5October 2022983MInitialized with the weights of 1.2, not 1.4. Released by RunwayML.
2.0November 2022
Retrained from scratch on a filtered dataset.
2.1December 2022
Initialized with the weights of 2.0.
XL 1.0July 20233.5BThe XL 1.0 base model has 3.5 billion parameters, making it around 3.5x larger than previous versions.
XL TurboNovember 2023
Distilled from XL 1.0 to run in fewer diffusion steps.
3.0February 2024 (early preview)800M to 8BA family of models.
3.5October 20242.5B to 8BA family of models with Large (8 billion parameters), Large Turbo (distilled from SD 3.5 Large), and Medium (2.5 billion parameters).


SD.Next Doc Models

https://vladmandic.github.io/sdnext-docs/Models/

PublisherModelVersionSizeDiffusion ArchitectureModel ParamsText Encoder(s)TE ParamsAuto EncoderOther
StabilityAIStable Diffusion1.52.28GBUNet0.86BCLiP ViT-L0.12BVAE
StabilityAIStable Diffusion2.12.58GBUNet0.86BCLiP ViT-H0.34BVAE
StabilityAIStable DiffusionXL6.94GBUNet2.56BCLiP ViT-L + ViT+G0.12B + 0.69BVAE
StabilityAIStable Diffusion3.0 Medium15.14GBMMDiT2.0BCLiP ViT-L + ViT+G + T5-XXL0.12B + 0.69B + 4.76B16ch VAE
StabilityAIStable Diffusion3.5 Medium15.89GBMMDiT2.25BCLiP ViT-L + ViT+G + T5-XXL0.12B + 0.69B + 4.76B16ch VAE
StabilityAIStable Diffusion3.5 Large26.98GBMMDiT8.05BCLiP ViT-L + ViT+G + T5-XXL0.12B + 0.69B + 4.76B16ch VAE
StabilityAIStable CascadeMedium11.82GBMulti-stage UNet1.56B + 3.6BCLiP ViT-G0.69B42x VQE
StabilityAIStable CascadeLite4.97GBMulti-stage UNet0.7B + 1.0BCLiP ViT-G0.69B42x VQE
Black Forest LabsFlux1 Dev/Schnell32.93GBMMDiT11.9BCLiP ViT-L + T5-XXL0.12B + 4.76B16ch VAE
OstrisFlex1 Alpha25.65GBMMDiT4.0BCLiP ViT-L + T5-XXL0.12B + 2.95B16ch VAE
NVLabsSana1.5 1.6B9.49GBMMDiT1.60BGemma22.61BDC-AE
NVLabsSana1.5 4.8B15.58GBMMDiT4.72BGemma22.61BDC-AE
NVLabsSana1.0 1600M12.63GBMMDiT1.60BGemma22.61BDC-AE
NVLabsSana1.0 600M7.51GBMMDiT0.59BGemma22.61BDC-AE
FALAuraFlow0.331.90GBMMDiT6.8BUMT512.1BVAE
AlphaVLLMLuminaNext SFT8.67GBDiT1.7BGemma2.5BVAE
AlphaVLLMLumina220.75GBDiT2.61BGemma-22.61B16ch VAE
PixArtAlphaXL 221.3GBDiT0.61BT5-XXL4.76BVAE
PixArtSigmaXL 221.3GBDiT0.61BT5-XXL4.76BVAE
SegmindSSD-1BN/A8.72GBUNet1.33BCLiP ViT-L + ViT+G0.12B + 0.69BVAE
SegmindVegaN/A6.43GBUNet0.75BCLiP ViT-L + ViT+G0.12B + 0.69BVAE
SegmindTinyN/A1.03GBUNet0.32BCLiP ViT-L0.12BVAE
KwaiKolorsN/A17.40GBUNnet2.58BChatGLM6.24BVAE
PlaygroundAIPlayground1.04.95GBUNet0.86BCLiP ViT-L0.12BVAE
PlaygroundAIPlayground2.x13.35GBUNet2.56BCLiP ViT-L + ViT+G0.12B + 0.69BVAE
TencentHunyuanDiT1.214.09GBDiT1.5BBERT + T5-XL3.52B + 1.67BVAE
Warp AIWuerstchenN/A12.16GBMulti-stage UNet1.0B + 1.05BCLiP ViT-L + ViT+G0.12B + 0.69B42x VQE
KandinskyKandinsky2.25.15GBUnet1.25BCLiP ViT-G0.69BVQ
KandinskyKandinsky3.027.72GBUnet3.05BT5-XXXL8.72BVQ
ThudmCogView3 Plus24.96GBDiT2.85BT5-XXL4.76BVAE
ThudmCogView430.39GBDiT6.37BGLM-49.40BVAE
IDKiroSDXSN/A2.05GBUNet0.32BCLiP ViT-L0.12BVAE
Open-MUSEaMUSEd2563.41GBViT0.60BCLiP ViT-L0.12BVQ
KoalaKoala700M6.58GBUNet0.78BCLiP ViT-L + ViT+G0.12B + 0.69BVAE
Thu-MLUniDiffuserv15.37GBU-ViT0.95BCLiP ViT-L + CLiP ViT-B0.12B + 0.16BVAE
SalesforceBLIP-DiffusionN/A7.23GBUNet0.86BCLiP ViT-L + BLiP-20.12B + 0.49BVAE
DeepFloydIFM12.79GBMulti-stage UNet0.37B + 0.46BT5-XXL4.76BPixel
DeepFloydIFL15.48GBMulti-stage UNet0.61B + 0.93BT5-XXL4.76BPixel
MeissonFlowMeissonicN/A3.64GBDiT1.18BCLiP ViT-H0.35BVQ
VectorSpaceLabOmniGenv115.47GBTransformer3.76BNone0VAEPhi-3
HiDream-AIHiDreamI2 Fast/Dev/Full42.71 GB + 15.69MMDiT17.10BCLiP ViT-L + ViT+G + T5-XXL + LLama-3.1-8B0.12B + 0.69B + 2.95B + 4.54B16ch VAE


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/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/Diffusers/models--segmind--SegMoE-SD-4x2-v0
4.0G    /docker/sdnext/mnt-volume/models/Stable-diffusion/counterfeitV30_25.safetensors
4.0G    /docker/sdnext/mnt-volume/models/Stable-diffusion/cyberrealistic_v80.safetensors
4.8G    /docker/sdnext/mnt-volume/models/Stable-diffusion/stableDiffusion35_medium.safetensors
4.9G    /docker/sdnext/mnt-volume/models/Diffusers/models--radames--smashed-stabilityai-sd-turbo
4.9G    /docker/sdnext/mnt-volume/models/Diffusers/models--stabilityai--stable-diffusion-2-1
5.2G    /docker/sdnext/mnt-volume/models/Diffusers/models--stablediffusionapi--anything-v5
5.2G    /docker/sdnext/mnt-volume/models/Diffusers/models--stablediffusionapi--disney-pixal-cartoon
5.2G    /docker/sdnext/mnt-volume/models/Diffusers/models--XCLiu--instaflow_0_9B_from_sd_1_5
5.4G    /docker/sdnext/mnt-volume/models/Diffusers/models--warp-ai--wuerstchen
6.3G    /docker/sdnext/mnt-volume/models/Diffusers/models--etri-vilab--koala-700m-llava-cap
6.3G    /docker/sdnext/mnt-volume/models/Diffusers/models--warp-diffusion--wuerstchen-prior
6.5G    /docker/sdnext/mnt-volume/models/Stable-diffusion/dreamshaperXL_v21TurboDPMSDE.safetensors
6.5G    /docker/sdnext/mnt-volume/models/Stable-diffusion/ponyDiffusionV6XL_v6TurboMerge.safetensors
6.5G    /docker/sdnext/mnt-volume/models/Stable-diffusion/ponyRealism_V23.safetensors
6.5G    /docker/sdnext/mnt-volume/models/Stable-diffusion/prefectPonyXL_v50.safetensors
6.5G    /docker/sdnext/mnt-volume/models/Stable-diffusion/realismByStableYogi_ponyV3VAE.safetensors
6.5G    /docker/sdnext/mnt-volume/models/Stable-diffusion/TempestV0.1-Artistic.safetensors
6.7G    /docker/sdnext/mnt-volume/models/Stable-diffusion/juggernautXL_ragnarokBy.safetensors
8.0G    /docker/sdnext/mnt-volume/models/Stable-diffusion/projectZeusSD3_v10.safetensors
8.1G    /docker/sdnext/mnt-volume/models/Diffusers/models--stabilityai--stable-diffusion-3.5-large-controlnet-depth
9.1G    /docker/sdnext/mnt-volume/models/Diffusers/models--Efficient-Large-Model--Sana_Sprint_1.6B_1024px_diffusers

13G     /docker/sdnext/mnt-volume/models/Diffusers/models--playgroundai--playground-v2-256px-base
13G     /docker/sdnext/mnt-volume/models/Stable-diffusion/realvisxlV50_v50Bakedvae.safetensors
14G     /docker/sdnext/mnt-volume/models/Diffusers/models--stabilityai--stable-diffusion-xl-base-1.0
14G     /docker/sdnext/mnt-volume/models/Diffusers/models--Tencent-Hunyuan--HunyuanDiT-v1.2-Diffusers
15G     /docker/sdnext/mnt-volume/models/Diffusers/models--a-k-aAiMGoD--lora-real-face-stable-3.5-large
15G     /docker/sdnext/mnt-volume/models/Diffusers/models--Shitao--OmniGen-v1
15G     /docker/sdnext/mnt-volume/models/Diffusers/models--stabilityai--stable-cascade
16G     /docker/sdnext/mnt-volume/models/Diffusers/models--tensorart--stable-diffusion-3.5-medium-turbo
16G     /docker/sdnext/mnt-volume/models/Stable-diffusion/stableDiffusion35_large.safetensors

21G     /docker/sdnext/mnt-volume/models/Diffusers/models--PixArt-alpha--PixArt-XL-2-512x512
25G     /docker/sdnext/mnt-volume/models/Diffusers/models--ostris--Flex.1-alpha

26G     /docker/sdnext/mnt-volume/models/Diffusers/models--stabilityai--stable-diffusion-3.5-large
26G     /docker/sdnext/mnt-volume/models/Diffusers/models--stabilityai--stable-diffusion-3.5-large-turbo
27G     /docker/sdnext/mnt-volume/models/Diffusers/models--kandinsky-community--kandinsky-3
28G     /docker/sdnext/mnt-volume/models/Diffusers/models--tensorart--stable-diffusion-3.5-large-TurboX
29G     /docker/sdnext/mnt-volume/models/Diffusers/models--THUDM--CogView4-6B
31G     /docker/sdnext/mnt-volume/models/Diffusers/models--fal--AuraFlow
31G     /docker/sdnext/mnt-volume/models/Diffusers/models--stabilityai--stable-cascade-prior

...