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Models that is work

Modelsizetime

dreamshaperXL_v21TurboDPMSDE

6.5G1.5m

TempestV0.1-Artistic

6.5G2m

dreamshaper_8

2.0G

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

juggernautXL_ragnarokBy

6.7G2m

juggernaut_reborn

2.0G
not finished

meinamix_v12Final

2.0G6mneed more than 20 steps

ponyRealism_V23

6.5G2m

prefectPonyXL_v50

6.5G2m

epicrealism_naturalSin

6.5G
2mneed more than 20 steps

counterfeitV30_25

4.0G5m
stabilityai--stable-cascade-prior21G3m256 and 512 not work
Tencent-Hunyuan--HunyuanDiT-v1.2-Diffusers
14G



root@server6:~/ollama-cpu-docker# 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/meinamix_v12Final.safetensors
3.3G    /docker/sdnext/mnt-volume/models/Diffusers/models--amused--amused-512
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
4.8G    /docker/sdnext/mnt-volume/models/Stable-diffusion/stableDiffusion35_medium.safetensors
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--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/TempestV0.1-Artistic.safetensors
6.7G    /docker/sdnext/mnt-volume/models/Stable-diffusion/juggernautXL_ragnarokBy.safetensors
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
14G     /docker/sdnext/mnt-volume/models/Diffusers/models--Tencent-Hunyuan--HunyuanDiT-v1.2-Diffusers
15G     /docker/sdnext/mnt-volume/models/Diffusers/models--Shitao--OmniGen-v1
15G     /docker/sdnext/mnt-volume/models/Diffusers/models--stabilityai--stable-cascade
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
27G     /docker/sdnext/mnt-volume/models/Diffusers/models--kandinsky-community--kandinsky-3
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


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-cascade

Model Size:  15G

Image Size: 1024x1024,

Pipeline: StableCascadeCombinedPipeline


Time: 2m 43.67s 

Time: 2m 45.05s

Time: 2m 44.83s 

Time: 2m 44.93s 

stabilityai--stable-cascade-prior

Model Size:  31G

Image Size: 1024x1024,

Pipeline: StableCascadeCombinedPipeline



 

Time: 2m 44.86s 

Time: 2m 44.76s

Time: 2m 44.76s

Time: 2m 44.77s

dreamshaperXL_v21TurboDPMSDE

Model Size: 6.5G

Image Size: 1024x1024, 

Pipeline: StableDiffusionXLPipeline

Time: 4m 10.85             

Time: 4m 5.84s

Time: 4m 5.55s

Time: 4m 5.27s 

dreamshaperXL_v21TurboDPMSDE

Model Size: 6.5G

Image Size: 1024x1024, 

(OpenVINO)

Time: 1m 25.62s

Time: 1m 27.45s 

Time: 1m 27.33s 

Time: 1m 27.47s

ostris--Flex.1-alpha

Model Size: 6.5G

Pipeline: FluxPipeline

Image Size: 1024x1024, 

 

Time: 6m 52.95s 

Time: 6m 27.95s

Time: 6m 26.53s

Time: 6m 27.70s

TempestV0.1-Artistic

Model Size: 6.5G

Pipeline: StableDiffusionXLPipeline

Image Size: 1024x1024, 

 

Time: 1m 45.31s

Time: 1m 46.13s

Time: 1m 45.31s 

Time: 1m 47.05s

dreamshaper_8

Model Size: 2.0G

Pipeline: StableDiffusionPipeline

Image Size: 1024x1024, 

Time: 5m 53.64s

kandinsky-community--kandinsky-3

Model Size: 27G

Pipeline: Kandinsky3Pipeline
Image Size: 512x512,

 

Time: 22.38s

Time: 22.41s

Time: 22.96s

Time: 22.93s

segmind---SD-4x2-v0

Model Size: 3.7G

Pipeline: StableDiffusionPipeline

Image Size: 1024x1024, 

time=868.29 (other high load)

Time: 5m 55.77s 

Time: 6m 25.73s 

Time: 6m 35.28s 

segmind--tiny-sd

Model Size: 1G

Pipeline: StableDiffusionPipeline

Image Size: 1024x1024, 

Time: 3m 25.01s 

Time: 3m 25.15s 

Time: 3m 24.95s 

Time: 3m 26.57s 

XCLiu--instaflow_0_9B_from_sd_1_5

Model Size: 5.2G

Pipeline: InstaFlowPipeline

Image Size: 1024x1024, 


Time: 13m 47.34s

Time: 13m 48.29s

Time: 13m 54.21s

Time: 13m 54.96s

juggernautXL_ragnarokBy

Model Size: 6.7G

Pipeline: StableDiffusionXLPipeline

Image Size: 1024x1024, 

 

Time: 1m 45.56s

Time: 1m 45.57s 

Time: 1m 45.27s

Time: 1m 45.51s 

juggernaut_reborn

Model Size: 2.0G

Pipeline: StableDiffusionPipeline

Image Size: 1024x1024, 


Time: 7m 51.51s

Time: 7m 12.42s

Time: 6m 32.72s

Time: 6m 12.55s

meinamix_v12Final

Model Size: 2G

Pipeline: StableDiffusionPipeline

Image Size: 1024x1024, 

7m 5.59s

Time: 5m 50.81s

6m 18.95s

Time: 14m 30.83s  (background tasks)

ponyRealism_V23

Model Size: 6.2G

Pipeline: StableDiffusionXLPipeline

Image Size: 1024x1024, 

Time: 1m 48.85s

Time: 1m 45.83s 

Time: 1m 45.75s

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

prefectPonyXL_v50

Model Size: 6.2G

Pipeline: StableDiffusionXLPipeline

Image Size: 1024x1024, 

 

Time: 1m 45.26s 

Time: 1m 45.37s 

Time: 1m 45.31s 

Time: 1m 45.46s

ponyDiffusionV6XL_v6TurboMerge

Model Size: 6.5G

Pipeline: StableDiffusionXLPipeline

Image Size: 1024x1024, 

 

Time: 1m 46.17s

Time: 1m 46.72s 

Time: 1m 46.04s

Time: 4m 14.59s

epicrealism_naturalSin

Model Size: 2G

Pipeline: StableDiffusionPipeline

Image Size: 1024x1024, 

Time: 5m 49.91s (20 step)

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

Time: 8m 34.48s  (30 steps, CFG=7.5)

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

counterfeitV30_25

Model Size: 4G

Image Size: 1024x1024, 

Time: 5m 50.00s 

Time: 5m 49.99s

Time: 10m 58.72s

stablediffusionapi--disney-pixal-cartoon

Model Size: 5.2G

Pipeline: StableDiffusionPipeline

Image Size: 1024x1024, 


Time: 5m 52.60s 

Time: 5m 52.44s 

Time: 5m 52.57s

5m 56.06s 

stablediffusionapi--anything-v5

Model Size: 5.2G

Pipeline: StableDiffusionPipeline

Image Size: 1024x1024, 

 

Time: 6m 8.78s

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

Model Size: 14G

Image Size: 1024x1024, 

Pipeline: HunyuanDiTPipeline

 Sampling method = default


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

Model Size: 21G

Pipeline: PixArtAlphaPipeline

Size: 512x512, 

Time: 24.79s 

Time: 24.69s 

Time: 24.76s 

Time: 24.69s 

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

Model Size: 21G

Pipeline: PixArtAlphaPipeline

Size: 1024x1024, 

 

Efficient-Large-Model–Sana_Sprint_1.6B_1024px_diffuser

Model Size: 9.1G
Image Size: 1024x1024,

Pipeline:  SanaSprintPipeline
Steps: 2

Time: 19.60s 

Time: 12.25s

Time: 11.77s

Time: 11.51s

playgroundai--playground-v2-256px-base

Model Size: 13G

Pipeline: StableDiffusionXLPipeline

Image Size: 256x256, 

 

Time: 14.15s 

Time: 14.15s 

Time: 14.07s 

Time: 14.13s


models--warp-ai–wuerstchen

Pipeline: WuerstchenCombinedPipeline

Model Size: 9.1G
Image Size: 1024x1024,


Time: 1m 39.51s

Time: 1m 38.01s

Time: 1m 38.29s

Time: 1m 37.76s 


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


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