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| 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 |
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| Stable Diffusion 3.5 (1024x1024) | ||||||
tensorart--stable-diffusion-3.5-large-TurboX Image Size: 512x512 [23edf37b1f] | StableDiffusion3Pipeline | GPU 16604 MB 13% | RAM 28.83 GB 23% | 2m 48.05s |
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stabilityai--stable-diffusion-3.5-large-turbo (Authentification needed) Image Size: 512x512 [ec07796fc0] | StableDiffusion3Pipeline | GPU 16604 MB 13% | RAM 28.51 GB 23% | 2m 55.18s |
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stabilityai--stable-diffusion-3.5-large Image Size: 512x512 [ceddf0a7fd] | StableDiffusion3Pipeline | GPU 16528 MB 13% | RAM 28.76 GB 23% | 2m 41.02s |
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tensorart--stable-diffusion-3.5-medium-turbo [e89195b004] | StableDiffusion3Pipeline | GPU 9178 MB 7% | RAM 18.02 GB 14% | 7m 3.79s |
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| Stable Diffusion XL (1024x1024) | ||||||
[4496b36d48] | StableDiffusionXLPipeline | GPU 6590 MB 5% | RAM 8.89 GB 7% | 1m 45.68s |
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[9ca260b31e] | StableDiffusionXLPipeline | GPU 6590 MB 5% | RAM 8.93 GB 7% | 1m 47.59s |
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StableDiffusionXLPipeline | GPU 2972 MB 2% | RAM 6.33 GB 5% | 54.78s |
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StableDiffusionXLPipeline | GPU 4116 MB 3% | RAM 7.45 GB 6% | 1m 14.13s |
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[dd08fa32f9] | StableDiffusionXLPipeline | GPU 6588 MB 5% | RAM 8.89 GB 7% | 1m 47.37s |
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[49527024b6] | StableDiffusionXLPipeline | GPU 6588 MB 5% | RAM 9.14 GB 7% | 1m 46.33s |
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ponyDiffusionV6XL_v6TurboMerge [7555ac941f] | StableDiffusionXLPipeline | GPU 6588 MB 5% | RAM 9.16 GB 7% | 1m 46.88s |
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[d1a2aac8e5] | StableDiffusionXLPipeline | GPU 6588 MB 5% | RAM 9.16 GB 7% | 1m 45.82s |
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[4796b66fd0] | StableDiffusionXLPipeline | GPU 6588 MB 5% | RAM 9.17 GB 7% | 1m 47.67s |
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[8ffda79382] | StableDiffusionXLPipeline | GPU 6588 MB 5% | RAM 9.15 GB 7% | 1m 49.29s |
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etri-vilab--koala-700m-llava-cap [d7992bd7b2] | StableDiffusionXLPipeline | GPU 2976 MB 2% | RAM 5.61 GB 4% | 51.43s |
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| Stable diffusion 2.1 (512x512) | ||||||
| stable-diffusion-2.1 | StableDiffusionPipeline | GPU 2576 MB 2% | RAM 4.94 GB 4% | 19.52s |
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| Euler | StableDiffusionPipeline | GPU 2736 MB 2% | RAM 4.87 GB 4% | 17.60s |
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Steps: 50 Sampler: DDIM | StableDiffusionPipeline | GPU 2740 MB 2% | RAM 4.92 GB 4% | 42.43s |
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| Stable diffusion 1.5 (512x512) | ||||||
[879db523c3] | StableDiffusionPipeline | GPU 3224 MB 3% | RAM 4.62 GB 4% | 23.51s |
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[a074b8864e] | StableDiffusionPipeline | GPU 2930 MB 2% | RAM 5.18 GB 4% | 21.06s |
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[90389105e4] | StableDiffusionPipeline | GPU 2784 MB 2% | RAM 5.05 GB 4% | 21.80s |
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[338b85bc4f] (need more steps) | StableDiffusionPipeline | GPU 2948 MB 2% | RAM 5.06 GB 4% | 21.86s |
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Steps: 80 | StableDiffusionPipeline | GPU 2784 MB 2% | RAM 5.16 GB | 1m 15.75s |
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Steps: 40 Sampling DPM++ 2M SDE | StableDiffusionPipeline | GPU 2948 MB 2% | RAM 5.15 GB 4% | 38.21s |
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[bff4610d23] | StableDiffusionPipeline | GPU 2784 MB 2% | RAM 5.17 GB 4% | 21.96s |
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Steps: 80 | StableDiffusionPipeline | GPU 2784 MB 2% | RAM 5.18 GB 4% | 1m 17.22s |
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Steps: 40 Sampling DPM++ 2M SDE | StableDiffusionPipeline | GPU 2784 MB 2% | RAM 5.17 GB 4% | 39.37s |
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[7a7d12be30] | StableDiffusionPipeline | GPU 4522 MB 4% | RAM 6.32 GB 5% | 36.68s |
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[7c819b6d13] | StableDiffusionPipeline | GPU 2784 MB 2% | RAM 5.25 GB 4% | 22.85s |
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Steps: 40 Sampling Euler a | StableDiffusionPipeline | GPU 2784 MB 2% | RAM 5.25 GB 4% | 39.69s |
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[a5e5a941a3] | StableDiffusionPipeline | GPU 2784 MB 2% | RAM 5.33 GB 4% | 24.68s |
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[bd1ac21dc5] | StableDiffusionPipeline | GPU 2784 MB 2% | RAM 5.25 GB 4% | 24.80s |
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Sampling DPM++ 2M SDE | StableDiffusionPipeline | GPU 2952 MB 2% | RAM 5.25 GB 4% | 22.12s |
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Steps: 40 Sampling DPM++ 2M SDE Size: 768x768 | StableDiffusionPipeline | GPU 7328 MB 6% | RAM 5.27 GB 4% | 4m 4.13s |
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Flux.1 Schnell | ||||||
Steps: 20 Size: 512x512 Seed: 2646842481 | FluxPipeline | GPU 23084 MB 18% | RAM 34.95 GB 28% | 2m 56.49s |
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Steps: 6 Size: 512x512 Seed: 2544969645 | FluxPipeline | GPU 23084 MB 18% | RAM 35.0 GB 28% | 1m 3.14s |
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Steps: 15 Size: 768x768 Seed: 2544969645 Sampling DPM++ 2M | FluxPipeline | GPU 23770 MB 19% | RAM 34.31 GB 27% | 3m 55.38s |
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Steps: 6 Size: 512x512 Seed: 2390905673 | FluxPipeline | GPU 23074 MB 18% | RAM 33.9 GB 27% | 1m 10.53s |
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Steps: 15 Size: 768x768 Seed: 966612124 | FluxPipeline | GPU 23778 MB 19% | RAM 33.98 GB 27% | 3m 32.41s |
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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 |
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Steps: 20 Seed: 2544969645 Size: 768x768 | FluxPipeline | GPU 23770 MB 19% | RAM 34.23 GB 27% | 4m 52.01s |
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FluxPipeline | GPU 23088 MB 18% | RAM 34.22 GB 27% | 2m 33.27s |
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Steps: 20 Size: 768x768 Sampler: DPM++ 2M Seed: 2544969645 | FluxPipeline | GPU 23794 MB 19% | RAM 34.23 GB 27% | 4m 29.58s |
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5dd0b1bc2a Steps: 20 Size: 512x512 Seed: 2646842481 | FluxPipeline | GPU 15972 MB 12% | RAM 27.59 GB 22% | 2m 1.51s |
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Steps: 30 Size: 1024x1024 Seed: 271048284 | FluxPipeline | GPU 18070 MB 14% | RAM 27.5 GB 22% | 9m 32.13s |
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Flex.2 | ||||||
Flex2Pipeline | GPU 16128 MB 13% | RAM 27.3 GB 22% | 2m 23.92s |
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Sampler: DPM++ 2M Steps: 34 Seed: 2544969645
| Flex2Pipeline | GPU 16136 MB 13% | RAM 27.17 GB 22% | 3m 11.60s |
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kandinsky (512x512) | ||||||
[bf79e6c219] Steps: 20 Size: 512x512 Seed: 519161814 | Kandinsky3Pipeline | GPU 16662 MB 13% | RAM 25.34 GB 20% | 41.31s |
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Steps: 35 Size: 768x768 | Kandinsky3Pipeline | GPU 16668 MB 13% | RAM 25.29 GB 20% | 1m 21.45s |
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| CogView | ||||||
Steps: 20 Size: 1024x1024 Seed: 3047948615 | CogView4Pipeline | GPU 18008 MB 14% | RAM 32.6 GB 26% | 18m 31.15s |
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Steps: 20 Size: 512x512 Seed: 3047948615 | CogView4Pipeline | GPU 18876 MB 15% | RAM 32.62 GB 26% | 3m 42.76s |
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CogView3-Plus-3B Steps: 20 Size: 512x512 Seed: 3047948615 | CogView3PlusPipeline | GPU 9172 MB 7% | RAM 17.47 GB 14% | 2m 52.31s |
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| PixArtAlpha | ||||||
Size: 1024x1024 | PixArtSigmaPipeline | GPU 9422 MB 7% | RAM 13.42 GB 11% | 1m 57.11s |
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Size: 1280x1280 Seed: 1977597170 | PixArtSigmaPipeline | GPU 11398 MB 9% | RAM 13.47 GB 11% | 3m 39.43s |
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| Sana (1024x1024) | ||||||
| Sana_600M_512px Size: 512x512 | SanaPipeline | GPU 5304 MB 4% | RAM 9.47 GB 8% | 17.30s |
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Sana_1600M_1024px Seed: 3047948615 | SanaPipeline | GPU 5866 MB 5% | RAM 11.31 GB 9% | 51.80s |
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Sana_Sprint_1.6B_1024px Steps: 2 Seed: 3047948615 | SanaSprintPipeline | GPU 14340 MB 11% | RAM 11.41 GB 9% | 11.90s |
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SANA1.5_1.6B_1024px Seed: 3047948615 | SanaPipeline | GPU 5304 MB 4% | RAM 10.97 GB 9% | 54.40s |
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SANA1.5_4.8B_1024px Seed: 3047948615 | SanaPipeline | GPU 10080 MB 8% | RAM 16.8 GB 13% | 2m 19.11s |
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