...
| Model | pipeline | size | time | image 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 [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) | ||||||||||||||||||||||||||||||||||||||
[4496b36d48] | StableDiffusionXLPipeline | GPU 6590 MB 5% | RAM 8.89 GB 7% | 1m 45.68s | |||||||||||||||||||||||||||||||||||
[9ca260b31e] | StableDiffusionXLPipeline | GPU 6590 MB 5% | RAM 8.93 GB 7% | 1m 47.59s | |||||||||||||||||||||||||||||||||||
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 | |||||||||||||||||||||||||||||||||||
[dd08fa32f9] | StableDiffusionXLPipeline | GPU 6588 MB 5% | RAM 8.89 GB 7% | 1m 47.37s | |||||||||||||||||||||||||||||||||||
[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 | |||||||||||||||||||||||||||||||||||
[d1a2aac8e5] | StableDiffusionXLPipeline | GPU 6588 MB 5% | RAM 9.16 GB 7% | 1m 45.82s | |||||||||||||||||||||||||||||||||||
[4796b66fd0] | StableDiffusionXLPipeline | GPU 6588 MB 5% | RAM 9.17 GB 7% | 1m 47.67s | |||||||||||||||||||||||||||||||||||
[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) | ||||||||||||||||||||||||||||||||||||||
[879db523c3] | StableDiffusionPipeline | GPU 3224 MB 3% | RAM 4.62 GB 4% | 23.51s | ostris--Flex.1-alpha | 25G | 7m | kandinsky-community--kandinsky-3 | 27G | 22m | 512x512 -ok, 1024 -not | segmind---SD-4x2-v0 | 3.7G | XCLiu--instaflow_0_9B_from_sd_1_5 | 5.2G | juggernaut_reborn | 2.0G | not finished | meinamix_v12Final | 2.0G | 6m | need more than 20 steps | epicrealism_naturalSin | 6.5G | 2m | need more than 20 steps | counterfeitV30_25 | 4.0G | 5m | stabilityai--stable-cascade-prior | 21G | 3m | 256 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
...
Model Size: 24G
Image Size: 1024x1024,
Pipeline: CogView4Pipeline
...
...
...
...
...
...
...
stable-diffusion-3.5-medium-turbo
pipeline=StableDiffusion3Pipeline
Model Size: 16G
Image Size: 1024x1024,
...
Time: 13m
...
...
...
...
pipeline=StableDiffusion3Pipeline
Model Size: 28G
Image Size: 1024x1024,
...
Time: 17m 49.71s
...
...
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_25Model 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
...
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
etri-vilab--koala-700m-llava-capPipeline: StableDiffusionXLPipeline
Model Size: 6.3G
Image Size: 1024x1024,
...
Time: 50.27s
...
Time: 49.80s
...
Time: 50.52s
...
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/
...
[a074b8864e] | StableDiffusionPipeline | GPU 2930 MB 2% | RAM 5.18 GB 4% | 21.06s | |
[90389105e4] | StableDiffusionPipeline | GPU 2784 MB 2% | RAM 5.05 GB 4% | 21.80s | |
[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 | |
[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 | |
[7a7d12be30] | StableDiffusionPipeline | GPU 4522 MB 4% | RAM 6.32 GB 5% | 36.68s | |
[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 | |
[a5e5a941a3] | StableDiffusionPipeline | GPU 2784 MB 2% | RAM 5.33 GB 4% | 24.68s | |
[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 | |
ostris--Flex.1-alpha | 25G | 7m | ||
kandinsky-community--kandinsky-3 | 27G | 22m | 512x512 -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
| Model | 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 |
|---|---|---|---|---|
stabilityai--stable-diffusion-3.5-large Model Size: 24G Time: 17m 48.33s |
| |||
THUDM--CogView4-6B | ||||
|
| |||
stable-diffusion-3.5-medium-turbo pipeline=StableDiffusion3Pipeline Model Size: 16G |
Time: 13m |
| ||
| tensorart--stable-diffusion-3.5-large-TurboX pipeline=StableDiffusion3Pipeline Model Size: 28G
| Time: 17m 49.71s |
| ||
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
| 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_25Model 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 Pipeline: SanaSprintPipeline | 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 | Time: 1m 39.51s | Time: 1m 38.01s | Time: 1m 38.29s | Time: 1m 37.76s |
etri-vilab--koala-700m-llava-capPipeline: StableDiffusionXLPipeline Model Size: 6.3G | Time: 50.27s | Time: 49.80s | Time: 50.52s | Time: 50.52s |
SD Versions info from wiki
https://en.wikipedia.org/wiki/Stable_Diffusion
| Version number | Release date | Parameters | Notes |
|---|---|---|---|
| 1.1, 1.2, 1.3, 1.4 | August 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. | |
| 1.5 | October 2022 | 983M | Initialized with the weights of 1.2, not 1.4. Released by RunwayML. |
| 2.0 | November 2022 | Retrained from scratch on a filtered dataset. | |
| 2.1 | December 2022 | Initialized with the weights of 2.0. | |
| XL 1.0 | July 2023 | 3.5B | The XL 1.0 base model has 3.5 billion parameters, making it around 3.5x larger than previous versions. |
| XL Turbo | November 2023 | Distilled from XL 1.0 to run in fewer diffusion steps. | |
| 3.0 | February 2024 (early preview) | 800M to 8B | A family of models. |
| 3.5 | October 2024 | 2.5B to 8B | A 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/
| Publisher | Model | Version | Size | Diffusion Architecture | Model Params | Text Encoder(s) | TE Params | Auto Encoder | Other |
|---|---|---|---|---|---|---|---|---|---|
| StabilityAI | Stable Diffusion | 1.5 | 2.28GB | UNet | 0.86B | CLiP ViT-L | 0.12B | VAE | |
| StabilityAI | Stable Diffusion | 2.1 | 2.58GB | UNet | 0.86B | CLiP ViT-H | 0.34B | VAE | |
| StabilityAI | Stable Diffusion | XL | 6.94GB | UNet | 2.56B | CLiP ViT-L + ViT+G | 0.12B + 0.69B | VAE | |
| StabilityAI | Stable Diffusion | 3.0 Medium | 15.14GB | MMDiT | 2.0B | CLiP ViT-L + ViT+G + T5-XXL | 0.12B + 0.69B + 4.76B | 16ch VAE | |
| StabilityAI | Stable Diffusion | 3.5 Medium | 15.89GB | MMDiT | 2.25B | CLiP ViT-L + ViT+G + T5-XXL | 0.12B + 0.69B + 4.76B | 16ch VAE | |
| StabilityAI | Stable Diffusion | 3.5 Large | 26.98GB | MMDiT | 8.05B | CLiP ViT-L + ViT+G + T5-XXL | 0.12B + 0.69B + 4.76B | 16ch VAE | |
| StabilityAI | Stable Cascade | Medium | 11.82GB | Multi-stage UNet | 1.56B + 3.6B | CLiP ViT-G | 0.69B | 42x VQE | |
| StabilityAI | Stable Cascade | Lite | 4.97GB | Multi-stage UNet | 0.7B + 1.0B | CLiP ViT-G | 0.69B | 42x VQE | |
| Black Forest Labs | Flux | 1 Dev/Schnell | 32.93GB | MMDiT | 11.9B | CLiP ViT-L + T5-XXL | 0.12B + 4.76B | 16ch VAE | |
| Ostris | Flex | 1 Alpha | 25.65GB | MMDiT | 4.0B | CLiP ViT-L + T5-XXL | 0.12B + 2.95B | 16ch VAE | |
| NVLabs | Sana | 1.5 1.6B | 9.49GB | MMDiT | 1.60B | Gemma2 | 2.61B | DC-AE | |
| NVLabs | Sana | 1.5 4.8B | 15.58GB | MMDiT | 4.72B | Gemma2 | 2.61B | DC-AE | |
| NVLabs | Sana | 1.0 1600M | 12.63GB | MMDiT | 1.60B | Gemma2 | 2.61B | DC-AE | |
| NVLabs | Sana | 1.0 600M | 7.51GB | MMDiT | 0.59B | Gemma2 | 2.61B | DC-AE | |
| FAL | AuraFlow | 0.3 | 31.90GB | MMDiT | 6.8B | UMT5 | 12.1B | VAE | |
| AlphaVLLM | Lumina | Next SFT | 8.67GB | DiT | 1.7B | Gemma | 2.5B | VAE | |
| AlphaVLLM | Lumina | 2 | 20.75GB | DiT | 2.61B | Gemma-2 | 2.61B | 16ch VAE | |
| PixArt | Alpha | XL 2 | 21.3GB | DiT | 0.61B | T5-XXL | 4.76B | VAE | |
| PixArt | Sigma | XL 2 | 21.3GB | DiT | 0.61B | T5-XXL | 4.76B | VAE | |
| Segmind | SSD-1B | N/A | 8.72GB | UNet | 1.33B | CLiP ViT-L + ViT+G | 0.12B + 0.69B | VAE | |
| Segmind | Vega | N/A | 6.43GB | UNet | 0.75B | CLiP ViT-L + ViT+G | 0.12B + 0.69B | VAE | |
| Segmind | Tiny | N/A | 1.03GB | UNet | 0.32B | CLiP ViT-L | 0.12B | VAE | |
| Kwai | Kolors | N/A | 17.40GB | UNnet | 2.58B | ChatGLM | 6.24B | VAE | |
| PlaygroundAI | Playground | 1.0 | 4.95GB | UNet | 0.86B | CLiP ViT-L | 0.12B | VAE | |
| PlaygroundAI | Playground | 2.x | 13.35GB | UNet | 2.56B | CLiP ViT-L + ViT+G | 0.12B + 0.69B | VAE | |
| Tencent | HunyuanDiT | 1.2 | 14.09GB | DiT | 1.5B | BERT + T5-XL | 3.52B + 1.67B | VAE | |
| Warp AI | Wuerstchen | N/A | 12.16GB | Multi-stage UNet | 1.0B + 1.05B | CLiP ViT-L + ViT+G | 0.12B + 0.69B | 42x VQE | |
| Kandinsky | Kandinsky | 2.2 | 5.15GB | Unet | 1.25B | CLiP ViT-G | 0.69B | VQ | |
| Kandinsky | Kandinsky | 3.0 | 27.72GB | Unet | 3.05B | T5-XXXL | 8.72B | VQ | |
| Thudm | CogView | 3 Plus | 24.96GB | DiT | 2.85B | T5-XXL | 4.76B | VAE | |
| Thudm | CogView | 4 | 30.39GB | DiT | 6.37B | GLM-4 | 9.40B | VAE | |
| IDKiro | SDXS | N/A | 2.05GB | UNet | 0.32B | CLiP ViT-L | 0.12B | VAE | |
| Open-MUSE | aMUSEd | 256 | 3.41GB | ViT | 0.60B | CLiP ViT-L | 0.12B | VQ | |
| Koala | Koala | 700M | 6.58GB | UNet | 0.78B | CLiP ViT-L + ViT+G | 0.12B + 0.69B | VAE | |
| Thu-ML | UniDiffuser | v1 | 5.37GB | U-ViT | 0.95B | CLiP ViT-L + CLiP ViT-B | 0.12B + 0.16B | VAE | |
| Salesforce | BLIP-Diffusion | N/A | 7.23GB | UNet | 0.86B | CLiP ViT-L + BLiP-2 | 0.12B + 0.49B | VAE | |
| DeepFloyd | IF | M | 12.79GB | Multi-stage UNet | 0.37B + 0.46B | T5-XXL | 4.76B | Pixel | |
| DeepFloyd | IF | L | 15.48GB | Multi-stage UNet | 0.61B + 0.93B | T5-XXL | 4.76B | Pixel | |
| MeissonFlow | Meissonic | N/A | 3.64GB | DiT | 1.18B | CLiP ViT-H | 0.35B | VQ | |
| VectorSpaceLab | OmniGen | v1 | 15.47GB | Transformer | 3.76B | None | 0 | VAE | Phi-3 |
| HiDream-AI | HiDream | I2 Fast/Dev/Full | 42.71 GB + 15.69 | MMDiT | 17.10B | CLiP ViT-L + ViT+G + T5-XXL + LLama-3.1-8B | 0.12B + 0.69B + 2.95B + 4.54B | 16ch 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 |
...