...
| 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 | |||||||||||
| Stable Diffusion 3.5 (1024x1024) | ||||||||||||||
tensorart--stable-diffusion-3.5-large-TurboX Image Size: 512x512 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) Image Size: 512x512 Model Size: 26GB [ec07796fc0] | StableDiffusion3Pipeline | GPU 16604 MB 13% RAM 28.51 GB 23% | 2m 55.18s | |||||||||||
stabilityai--stable-diffusion-3.5-large Model Size: 26GB Image Size: 512x512 [ceddf0a7fd] | StableDiffusion3Pipeline | GPU 16528 MB 13% RAM 28.76 GB 23% | 2m 41.02s | |||||||||||
tensorart--stable-diffusion-3.5-medium-turbo Model Size: 16GB [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 | ||||||||||||
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 | |||||||||||
[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 | |||||||||||
[d1a2aac8e5]
| StableDiffusionXLPipeline | GPU 6588 MB 5% RAM 9.16 GB 7% | 1m 45.82s | |||||||||||
ponyDiffusionV6XL_v6TurboMerge [7555ac941f]
| StableDiffusionXLPipeline | GPU 6588 MB 5% RAM 9.16 GB 7% | 1m 46.88s | |||||||||||
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 | 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) | ||||||||||||||
[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 | |||||||||||
[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 | |||||||||||
[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% | 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 | |||||||||||
[a074b8864e] | StableDiffusionPipeline | GPU 2930 MB 2% RAM 5.18 GB 4% | 21.06s | |||||||||||
[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 | |||||||||||
Flux.1 | ||||||||||||||
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 | |||||||||||
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 | |||||||||||
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 |
|
| |||||||||
[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 | ||||||||||||||
Flex2Pipeline | GPU 16128 MB 13% RAM 27.3 GB 22% | 2m 23.92s |
|
| ||||||||||
Steps: 34 Seed: 2544969645 | Flex2Pipeline | GPU 16136 MB 13% RAM 27.17 GB 22% | 3m 11.60s |
|
| |||||||||
| Lumina | ||||||||||||||
Size: 512x512 Seed: 177124103
| Lumina2Pipeline | GPU 5472 MB 4% | 1m 29.33s | |||||||||||
Steps: 30 Seed: 177124103 | Lumina2Pipeline | GPU 7100 MB 6% | 13m 30.63s
| Lumina-Next-SFT | LuminaText2ImgPipeline | Lumina-Next-SFT | LuminaText2ImgPipeline | |||||||
| CogView | ||||||||||||||
| HiDream(512x512) | ||||||||||||||
HiDream-E1-Full
| HiDreamImagePipeline | Steps: 20|||||||||||||
Size: 1024x1024 | HiDreamImagePipeline | GPU | 18008 36086 MB | 14%28% | 3260. | 6 53 GB | 26%48% | 18m 31.15s 16m 39.37s |
| |||||
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|
| |||||||||||||
| CogView | ||||||||||||||
Steps: 20 Size: 1024x1024 Seed: 3047948615 | CogView4Pipeline | GPU 18008 MB 14% RAM 32.6 GB 26% | 18m 31.15s
| |||||||||||
StepsSteps: 20 Size: 512x512 Seed: 3047948615
| CogView4Pipeline | GPU 18876 MB 15% RAM 32.62 GB 26% | 3m 42.76s | |||||||||||
Steps: 20 Size: 512x512 Seed: 3047948615
| CogView3PlusPipeline | GPU 9172 MB 7% RAM 17.47 GB 14% | 2m 52.31s | |||||||||||
| PixArtAlpha | ||||||||||||||
Size: 1024x1024 | PixArtSigmaPipeline | GPU 9422 MB 7% RAM 13.42 GB 11% | 1m 57.11s | |||||||||||
Size: 1280x1280 Seed: 1977597170 | PixArtSigmaPipeline | GPU 11398 MB 9% RAM 13.47 GB 11% | 3m 39.43s | |||||||||||
kandinsky (512x512) | ||||||||||||||
[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) | ||||||||||||||
| Sana_600M_512px Size: 512x512
| SanaPipeline | GPU 5304 MB 4% RAM 9.47 GB 8% | 17.30s | |||||||||||
Sana_1600M_1024px Seed: 3047948615 | SanaPipeline | GPU 5866 MB 5% RAM 11.31 GB 9% | 51.80s | |||||||||||
Steps: 2 Seed: 3047948615
| SanaSprintPipeline | GPU 14340 MB 11% RAM 11.41 GB 9% | 11.90s | |||||||||||
Seed: 3047948615 | SanaPipeline | GPU 5304 MB 4% RAM 10.97 GB 9% | 54.40s | |||||||||||
Seed: 3047948615 | SanaPipeline | GPU 10080 MB 8% RAM 16.8 GB 13% | 2m 19.11s | |||||||||||
| Wuerstchen (1024x1024) | ||||||||||||||
wuerstchen | 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 | |||||||||||
...
| 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 3.5G /docker/sdnext/mnt-volume/models/Diffusers/models--MeissonFlow--Meissonic 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 4.8G0K /docker/sdnext/mnt-volume/models/Stable-diffusion/stableDiffusion35_medium.safetensorsDiffusers/models--PixArt-alpha--PixArt-Sigma-XL-2-2K-MS 4.9G0K /docker/sdnext/mnt-volume/models/Diffusers/models--PixArt-alpha--PixArt-Sigma-radamesXL-2-smashed-stabilityai-sd-turbo512-MS 4.8G /docker/sdnext/mnt-volume/models/Stable-diffusion/stableDiffusion35_medium.safetensors 4.9G /docker/sdnext/mnt-volume/models/Diffusers/models--stabilityai--stable-diffusion-2-1 54.2G9G /docker/sdnext/mnt-volume/models/Diffusers/models--stablediffusionapi--anything-v5Stable-diffusion/kolors_v10.safetensors 5.2G /docker/sdnext/mnt-volume/models/Diffusers/models--stablediffusionapi--disney-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 6.2G /docker/sdnext/mnt-volume/models/Diffusers/models--segmind--Segmind-Vega 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 87.0G2G /docker/sdnext/mnt-volume/models/Stable-diffusion/projectZeusSD3_v10.safetensorsDiffusers/models--Efficient-Large-Model--Sana_600M_512px_diffusers 8.1G /docker/sdnext/mnt-volume/models/Diffusers/models--stabilityai--stable-diffusion-3.5-large-controlnet-depth 8.2G3G /docker/sdnext/mnt-volume/models/Stable-diffusion/r35on4nce_r35AnalogCstageBf16.safetensors/Diffusers/models--Alpha-VLLM--Lumina-Next-SFT-diffusers 8.4G /docker/sdnext/mnt-volume/models/Diffusers/models--segmind--SSD-1B 9.1G /docker/sdnext/mnt-volume/models/Diffusers/models--Efficient-Large-Model--SanaSANA1.5_Sprint_1.6B_1024px_diffusers 13G9.1G /docker/sdnext/mnt-volume/models/Diffusers/models--Efficient-Large-Model--Sana_1600M_1024px_BF16_diffusers 9.1G /docker/sdnext/mnt-volume/models/Diffusers/models--Efficient-Large-Model--Sana_1600M_4Kpx_BF16_diffusers 9.1G /docker/sdnext/mnt-volume/models/Diffusers/models-playgroundai-Efficient-playgroundLarge-v2Model-256px-base-Sana_Sprint_1.6B_1024px_diffusers 13G /docker/sdnext/mnt-volume/models/Stable-diffusion/realvisxlV50_v50Bakedvae.safetensors 14G 14G /docker/sdnext/mnt-volume/models/Diffusers/models--stabilityai--stable-diffusion-xl-base-1.0 15G /docker/sdnext/mnt-volume/models/Diffusers/models--stabilityaiEfficient-Large-stableModel-diffusion-xl-base-1.0 14G-SANA1.5_4.8B_1024px_diffusers 15G /docker/sdnext/mnt-volume/models/Diffusers/models--TencentShitao-Hunyuan--HunyuanDiTOmniGen-v1.2-Diffusers 15G /docker/sdnext/mnt-volume/models/Diffusers/models--astabilityai--k-aAiMGoD--lora-real-face-stablestable-cascade 16G /docker/sdnext/mnt-volume/models/Diffusers/models--tensorart--stable-diffusion-3.5-largemedium-turbo 15G16G /docker/sdnext/mnt-volume/models/Diffusers/models--Shitao--OmniGen-v1 15GStable-diffusion/stableDiffusion35_large.safetensors 17G /docker/sdnext/mnt-volume/models/Diffusers/models--Kwai-stabilityaiKolors--stableKolors-cascadediffusers 16G20G /docker/sdnext/mnt-volume/models/Diffusers/models--Alpha-tensorartVLLM--stableLumina-diffusionImage-3.5-medium-turbo 16G2.0 21G /docker/sdnext/mnt-volume/models/Stable-diffusion/stableDiffusion35_large.safetensors 21G/Diffusers/models--PixArt-alpha--PixArt-XL-2-512x512 24G /docker/sdnext/mnt-volume/models/Diffusers/models--PixArtTHUDM-alpha-CogView3-PixArt-XL-2-512x512Plus-3B 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 32G /docker/sdnext/mnt-volume/models/Diffusers/models--black-forest-labs--FLUX.1-dev 32G /docker/sdnext/mnt-volume/models/Diffusers/models--black-forest-labs--FLUX.1-schnell 32G /docker/sdnext/mnt-volume/models/Diffusers/models--shuttleai--shuttle-3.1-aesthetic 32G /docker/sdnext/mnt-volume/models/Diffusers/models--shuttleai--shuttle-jaguar |
