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Test 1
Intro
Test of what and how slow could be generated on a modern (as for the year 2025) mini PC without discrete graphics
- Intel Core Ultra 9 185H (95W Power limit) with internal Intel Arc
- Crucial 128GB (2x64GB) 5600MT/s CL46 DDR5
- WD_BLACK SN850X 8TB NVMe Gen 4x4
Photorealism and limbs quality test
- photorealistic girl in bookshop choosing the book in romantic stories shelf. smiling
- Create a close-up photograph of a woman's face and hand, with her hand raised to her chin. She is wearing a white blazer and has a gold ring on her finger. Her nails are neatly manicured and her hair is pulled back into a low bun. She is smiling and has a radiant expression on her face. The background is a plain light gray color. The overall mood of the photo is elegant and sophisticated. The photo should have a soft, natural light and a slight warmth to it. The woman's hair is dark brown and pulled back into a low bun, with a few loose strands framing her face.
- Generate a photo of a woman's legs, with her feet crossed and wearing white high-heeled shoes with ribbons tied around her ankles. The shoes should have a pointed toe and a stiletto heel. The woman's legs should be smooth and tanned, with a slight sheen to them. The background should be a light gray color. The photo should be taken from a low angle, looking up at the woman's legs. The ribbons should be tied in a bow shape around the ankles. The shoes should have a red sole. The woman's legs should be slightly bent at the knee.
Defaults for this test: Steps: 20 | Size: 1024x1024 | CFG scale: 6 | App: SD.Next | Version: 894e15d | Operations: txt2img | Sampling method: Default
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stable-cascade
[a89f66d459]
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StableCascadeCombinedPipeline
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tensorart--stable-diffusion-3.5-large-TurboX
Image Size: 512x512
[23edf37b1f]
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StableDiffusion3Pipeline
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stabilityai--stable-diffusion-3.5-large-turbo
(Authentification needed)
Image Size: 512x512
[ec07796fc0]
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StableDiffusion3Pipeline
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stabilityai--stable-diffusion-3.5-large
(Authentification needed)
Image Size: 512x512
[ceddf0a7fd]
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StableDiffusion3Pipeline
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tensorart--stable-diffusion-3.5-medium-turbo
[e89195b004]
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StableDiffusion3Pipeline
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[4496b36d48]
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StableDiffusionXLPipeline
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[9ca260b31e]
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StableDiffusionXLPipeline
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StableDiffusionXLPipeline
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StableDiffusionXLPipeline
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[dd08fa32f9]
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StableDiffusionXLPipeline
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[49527024b6]
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StableDiffusionXLPipeline
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ponyDiffusionV6XL_v6TurboMerge
[7555ac941f]
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StableDiffusionXLPipeline
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[4796b66fd0]
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StableDiffusionXLPipeline
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[8ffda79382]
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StableDiffusionXLPipeline
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[d1a2aac8e5]
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StableDiffusionXLPipeline
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etri-vilab--koala-700m-llava-cap
[d7992bd7b2]
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StableDiffusionXLPipeline
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GPU 2576 MB 2%
RAM 4.94 GB 4%
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GPU 2736 MB 2%
RAM 4.87 GB 4%
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Steps: 50
Sampler: DDIM
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GPU 2740 MB 2%
RAM 4.92 GB 4%
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Steps: 20
Size: 768x768
Sampler: DPM++ 2M
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GPU 5094 MB 4%
RAM 5.63 GB 4%
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[879db523c3]
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GPU 3224 MB 3%
RAM 4.62 GB 4%
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Steps: 40
Size: 768x768
Sampler: DPM++ 2M SDE
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GPU 7178 MB 6%
RAM 5.17 GB 4%
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[90389105e4]
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StableDiffusionPipeline
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GPU 2784 MB 2%
RAM 5.05 GB 4%
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Steps: 50
Size: 768x768
Sampler: DPM++ 2M SDE
Seed: 3628971581
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StableDiffusionPipeline
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GPU 7172 MB 6%
RAM 5.19 GB 4%
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[338b85bc4f]
(need more steps)
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StableDiffusionPipeline
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GPU 2948 MB 2%
RAM 5.06 GB 4%
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Steps: 80
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StableDiffusionPipeline
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GPU 2784 MB 2%
RAM 5.16 GB
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Steps: 40
Sampling DPM++ 2M SDE
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StableDiffusionPipeline
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GPU 2948 MB 2%
RAM 5.15 GB 4%
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[bff4610d23]
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StableDiffusionPipeline
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GPU 2784 MB 2%
RAM 5.17 GB 4%
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Steps: 80
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StableDiffusionPipeline
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GPU 2784 MB 2%
RAM 5.18 GB 4%
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Steps: 40
Sampling DPM++ 2M SDE
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StableDiffusionPipeline
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GPU 2784 MB 2%
RAM 5.17 GB 4%
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[7a7d12be30]
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StableDiffusionPipeline
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GPU 4522 MB 4%
RAM 6.32 GB 5%
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[7c819b6d13]
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StableDiffusionPipeline
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GPU 2784 MB 2%
RAM 5.25 GB 4%
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Steps: 40
Sampling Euler a
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StableDiffusionPipeline
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GPU 2784 MB 2%
RAM 5.25 GB 4%
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[a074b8864e]
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StableDiffusionPipeline
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GPU 2930 MB 2%
RAM 5.18 GB 4%
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[a5e5a941a3]
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StableDiffusionPipeline
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GPU 2784 MB 2%
RAM 5.33 GB 4%
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[bd1ac21dc5]
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StableDiffusionPipeline
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GPU 2784 MB 2%
RAM 5.25 GB 4%
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Sampling DPM++ 2M SDE
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StableDiffusionPipeline
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GPU 2952 MB 2%
RAM 5.25 GB 4%
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Steps: 40
Sampling DPM++ 2M SDE
Size: 768x768
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StableDiffusionPipeline
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GPU 7328 MB 6%
RAM 5.27 GB 4%
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Flux.1
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Size: 512x512
Seed: 2646842481
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FluxPipeline
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GPU 23084 MB 18%
RAM 34.95 GB 28%
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Steps: 6
Size: 512x512
Seed: 2544969645
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FluxPipeline
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GPU 23084 MB 18%
RAM 35.0 GB 28%
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Steps: 15
Size: 768x768
Seed: 2544969645
Sampling DPM++ 2M
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FluxPipeline
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GPU 23770 MB 19%
RAM 34.31 GB 27%
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Steps: 6
Size: 512x512
Seed: 2390905673
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FluxPipeline
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GPU 23074 MB 18%
RAM 33.9 GB 27%
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Steps: 15
Size: 768x768
Seed: 966612124
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FluxPipeline
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GPU 23778 MB 19%
RAM 33.98 GB 27%
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Black Forest Labs FLUX.1 Schnell
(Authentification needed)
Steps: 4
Size: 512x512
Seed: 2544969645
Sampling DPM++ 2M
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FluxPipeline
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GPU 23070 MB 18%
RAM 34.24 GB 27%
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Seed: 2544969645
Size: 768x768
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FluxPipeline
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GPU 23770 MB 19%
RAM 34.23 GB 27%
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FluxPipeline
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GPU 23088 MB 18%
RAM 34.22 GB 27%
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Size: 512x512
Seed: 2544969645
Steps: 34
CFG: 6/7.5/6.5
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FluxPipeline
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GPU 23108 MB 18%
RAM 34.55 GB 28%
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Size: 512x512
Seed: 2544969645
Steps: 60
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FluxPipeline
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23090 MB 18%
RAM 34.18 GB 27%
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12m 46.80s
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Size: 768x768
Sampler: DPM++ 2M ?
Seed: 2544969645
CFG: 3
(blurry images on some CFG)
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FluxPipeline
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GPU 23794 MB 19%
RAM 34.23 GB 27%
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[5dd0b1bc2a]
Steps: 20
Size: 512x512
Seed: 2646842481
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FluxPipeline
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GPU 15972 MB 12%
RAM 27.59 GB 22%
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Steps: 30
Size: 1024x1024
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FluxPipeline
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GPU 18070 MB 14%
RAM 27.5 GB 22%
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9m 32.13s
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Flex.2
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Flex2Pipeline
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GPU 16128 MB 13%
RAM 27.3 GB 22%
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Steps: 34
Seed: 2544969645
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Flex2Pipeline
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GPU 16136 MB 13%
RAM 27.17 GB 22%
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Lumina-Image-2.0
Size: 512x512
Seed: 177124103
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GPU 5472 MB 4%
RAM 13.25 GB 11%
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Steps: 30
Size: 1280x1280
Seed: 177124103
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GPU 7100 MB 6%
RAM 12.9 GB 10%
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Steps: 20
Size: 1024x1024
Seed: 3047948615
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GPU 18008 MB 14%
RAM 32.6 GB 26%
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18m 31.15s
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Steps: 20
Size: 512x512
Seed: 3047948615
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GPU 18876 MB 15%
RAM 32.62 GB 26%
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Steps: 20
Size: 512x512
Seed: 3047948615
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GPU 9172 MB 7%
RAM 17.47 GB 14%
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Size: 1024x1024
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Size: 1280x1280
Seed: 1977597170
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kandinsky (512x512)
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[bf79e6c219]
Size: 512x512
Seed: 519161814
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GPU 16662 MB 13%
RAM 25.34 GB 20%
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Steps: 50
Size: 512x512
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GPU 16666 MB 13%
RAM 25.46 GB 20%
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Steps: 35
Size: 768x768
Seed: 472327535
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GPU 16668 MB 13%
RAM 25.29 GB 20%
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Size: 512x512
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Sana_1600M_1024px
Seed: 3047948615
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Steps: 2
Seed: 3047948615
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11.90s
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Seed: 3047948615
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Seed: 3047948615
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GPU 2714 MB 2%
RAM 8.7 GB 7%
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Steps: 40
Seed: 3715452427
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GPU 2714 MB 2%
RAM 8.69 GB 7%
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Steps: 5
Size: 1280x1280
Seed: 1588740529
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GPU 4590 MB 4%
RAM 8.77 GB 7%
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Test 2. Get Idea from short prompts and multilanguage test
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
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stabilityai--stable-diffusion-3.5-large
Model Size: 24G
Image Size: 1024x1024,
Time: 17m 48.33s
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Model Size: 24G
Image Size: 1024x1024,
Pipeline: CogView4Pipeline
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stable-diffusion-3.5-medium-turbo
pipeline=StableDiffusion3Pipeline
Model Size: 16G
Image Size: 1024x1024,
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Time: 13m
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pipeline=StableDiffusion3Pipeline
Model Size: 28G
Image Size: 1024x1024,
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Time: 17m 49.71s
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Model Size: 15G
Image Size: 1024x1024,
Pipeline: StableCascadeCombinedPipeline
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Time: 2m 43.67s
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Time: 2m 45.05s
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Time: 2m 44.83s
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Time: 2m 44.93s
stabilityai--stable-cascade-prior
Model Size: 31G
Image Size: 1024x1024,
Pipeline: StableCascadeCombinedPipeline
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Time: 2m 44.86s
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Time: 2m 44.76s
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Time: 2m 44.76s
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Time: 2m 44.77s
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dreamshaperXL_v21TurboDPMSDE
Model Size: 6.5G
Image Size: 1024x1024,
Pipeline: StableDiffusionXLPipeline
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Time: 4m 10.85
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Time: 4m 5.84s
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Time: 4m 5.55s
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Time: 4m 5.27s
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dreamshaperXL_v21TurboDPMSDE
Model Size: 6.5G
Image Size: 1024x1024,
(OpenVINO)
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Time: 1m 25.62s
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Time: 1m 27.45s
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Time: 1m 27.33s
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Time: 1m 27.47s
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ostris--Flex.1-alpha
Model Size: 6.5G
Pipeline: FluxPipeline
Image Size: 1024x1024,
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Time: 6m 52.95s
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Time: 6m 27.95s
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Time: 6m 26.53s
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Time: 6m 27.70s
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TempestV0.1-Artistic
Model Size: 6.5G
Pipeline: StableDiffusionXLPipeline
Image Size: 1024x1024,
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Time: 1m 45.31s
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Time: 1m 46.13s
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Time: 1m 45.31s
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Time: 1m 47.05s
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dreamshaper_8
Model Size: 2.0G
Pipeline: StableDiffusionPipeline
Image Size: 1024x1024,
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Time: 5m 53.64s
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...
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kandinsky-community--kandinsky-3
Model Size: 27G
Pipeline: Kandinsky3Pipeline
Image Size: 512x512,
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Time: 22.38s
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Time: 22.41s
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Time: 22.96s
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Time: 22.93s
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segmind---SD-4x2-v0
Model Size: 3.7G
Pipeline: StableDiffusionPipeline
Image Size: 1024x1024,
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time=868.29 (other high load)
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Time: 5m 55.77s
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Time: 6m 25.73s
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Time: 6m 35.28s
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segmind--tiny-sd
Model Size: 1G
Pipeline: StableDiffusionPipeline
Image Size: 1024x1024,
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Time: 3m 25.01s
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Time: 3m 25.15s
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Time: 3m 24.95s
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Time: 3m 26.57s
XCLiu--instaflow_0_9B_from_sd_1_5
Model Size: 5.2G
Pipeline: InstaFlowPipeline
Image Size: 1024x1024,
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Time: 13m 47.34s
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Time: 13m 48.29s
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Time: 13m 54.21s
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Time: 13m 54.96s
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juggernautXL_ragnarokBy
Model Size: 6.7G
Pipeline: StableDiffusionXLPipeline
Image Size: 1024x1024,
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Time: 1m 45.56s
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Time: 1m 45.57s
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Time: 1m 45.27s
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Time: 1m 45.51s
juggernaut_reborn
Model Size: 2.0G
Pipeline: StableDiffusionPipeline
Image Size: 1024x1024,
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Time: 7m 51.51s
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Time: 7m 12.42s
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Time: 6m 32.72s
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Time: 6m 12.55s
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meinamix_v12Final
Model Size: 2G
Pipeline: StableDiffusionPipeline
Image Size: 1024x1024,
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7m 5.59s
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Time: 5m 50.81s
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6m 18.95s
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Time: 14m 30.83s (background tasks)
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ponyRealism_V23
Model Size: 6.2G
Pipeline: StableDiffusionXLPipeline
Image Size: 1024x1024,
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Time: 1m 48.85s
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Time: 1m 45.83s
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Time: 1m 45.75s
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Time: 1m 45.75s +neg. prompt (no nudes)
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prefectPonyXL_v50
Model Size: 6.2G
Pipeline: StableDiffusionXLPipeline
Image Size: 1024x1024,
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Time: 1m 45.26s
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Time: 1m 45.37s
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Time: 1m 45.31s
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Time: 1m 45.46s
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ponyDiffusionV6XL_v6TurboMerge
Model Size: 6.5G
Pipeline: StableDiffusionXLPipeline
Image Size: 1024x1024,
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Time: 1m 46.17s
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Time: 1m 46.72s
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Time: 1m 46.04s
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Time: 4m 14.59s
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epicrealism_naturalSin
Model Size: 2G
Pipeline: StableDiffusionPipeline
Image Size: 1024x1024,
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Time: 5m 49.91s (20 step)
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Time: 5m 50.01s (20 steps, CFG=6)
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Time: 8m 34.48s (30 steps, CFG=7.5)
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Time: 8m 37.26s (30 steps, CFG=7.5)
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counterfeitV30_25Model Size: 4G
Image Size: 1024x1024,
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Time: 5m 50.00s
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Time: 5m 49.99s
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Time: 10m 58.72s
stablediffusionapi--disney-pixal-cartoon
Model Size: 5.2G
Pipeline: StableDiffusionPipeline
Image Size: 1024x1024,
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Time: 5m 52.60s
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Time: 5m 52.44s
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Time: 5m 52.57s
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5m 56.06s
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stablediffusionapi--anything-v5
Model Size: 5.2G
Pipeline: StableDiffusionPipeline
Image Size: 1024x1024,
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...
...
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Time: 6m 8.78s
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Model Size: 14G
Image Size: 1024x1024,
Pipeline: HunyuanDiTPipeline
Sampling method = default
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...
...
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PixArt-alpha--PixArt-XL-2-512x512
Model Size: 21G
Pipeline: PixArtAlphaPipeline
Size: 512x512,
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Time: 24.79s
...
Time: 24.69s
...
Time: 24.76s
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Time: 24.69s
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PixArt-alpha--PixArt-XL-2-512x512
Model Size: 21G
Pipeline: PixArtAlphaPipeline
Size: 1024x1024,
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...
...
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Efficient-Large-Model–Sana_Sprint_1.6B_1024px_diffuser
Model Size: 9.1G
Image Size: 1024x1024,
Pipeline: SanaSprintPipeline
Steps: 2
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Time: 19.60s
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Time: 12.25s
...
Time: 11.77s
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Time: 11.51s
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playgroundai--playground-v2-256px-base
Model Size: 13G
Pipeline: StableDiffusionXLPipeline
Image Size: 256x256,
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Time: 14.15s
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Time: 14.15s
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Time: 14.07s
Time: 14.13s
models--warp-ai–wuerstchen
Pipeline: WuerstchenCombinedPipeline
Model Size: 9.1G
Image Size: 1024x1024,
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Time: 1m 39.51s
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Time: 1m 38.01s
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Time: 1m 38.29s
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Time: 1m 37.76s
etri-vilab--koala-700m-llava-capPipeline: StableDiffusionXLPipeline
Model Size: 6.3G
Image Size: 1024x1024,
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Time: 50.27s
...
Time: 49.80s
...
Time: 50.52s
...
Time: 50.52s
Stable Diffusion Versions
info from wiki https://en.wikipedia.org/wiki/Stable_Diffusion
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SD.Next Supported Models
from https://vladmandic.github.io/sdnext-docs/Models/
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Size of the model on disk
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Test 1 - SD.Next on Ultra 9 185H limbs quality and time
Test 2.
Test 2 - SD.Next on Ultra 9 185H short and ukr prompt