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https://huggingface.co/circlestone-labs/Anima

https://huggingface.co/CalamitousFelicitousness/Anima-sdnext-diffusers

Test 0 - Seed and guidance

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seed:1seed:2seed:3seed:4seed:5

seed:6seed:7seed:8seed:9seed:10

seed:21seed:42seed:68seed:324seed:2026


Test 8 - Compare Anima to Cosmos Predict 2B and WAI Illustrious

Cosmos 2B - 170 secondsAnima
Image Removed
2B - 170 seconds

WAI Illustrious XL v15 2.5B - 50 seconds

Z Image Turbo (7B) - 60 seconds

Image Added

Prompt: masterpiece, best quality, score_7, safe. An anime girl wearing a black tank-top and denim shorts is standing outdoors. She's holding a rectangular sign out in front of her that reads "

ANIMA

COSMOS" in solid white text. She's looking at the viewer with a smile. The background features some trees and blue sky with clouds. In the top left corner there is "2B" written in white drippy text.

Negative: out of frame, cropped

Parameters: Steps:

30

35| Size: 1024x1024| Seed:

3389420977

42| CFG scale: 4| App: SD.Next| Version: 5b0f86b| Pipeline: Cosmos2TextToImagePipeline| Operations: txt2img| Model: Cosmos-Predict2-2B-Text2Image


Time: 2m

30

52.

45s

28s | total

405

452.

70

06 pipeline

150

172.

40

23 preview

125

139.

88 callback 124.10 vae 3.16 te 2.11 | GPU 18516 MB 15% | RAM 26.01 GB 21%

Image Removed

Image Removed

04 callback 137.51 te 2.23 vae 1.01 | GPU 18668 MB 15% | RAM 36.1 GB 29%

Image Added

Prompt: masterpiece, best quality, score_7, safe. An anime girl wearing a black tank-top and denim shorts is standing outdoors. She's holding a rectangular sign out in front of her that reads "ANIMA" in solid white text. She's looking at the viewer with a smile. The background features some trees and blue sky with clouds. In the top left corner there is "2B" written in white drippy text.

Negative: out of frame, cropped

Parameters: Steps: 35| Size: 1024x1024| Seed: 42| CFG scale: 4| App: SD.Next| Version: 5b0f86b| Pipeline: AnimaTextToImagePipeline| Operations: txt2img| Model: Anima-sdnext-diffusers


Time: 2m 50.03s | total 442.83 pipeline 169.98 callback 137.80 preview 134.76 | GPU 10784 MB 9% | RAM 25.57 GB 21%

Image Added

Prompt: masterpiece, best quality, score_7, safe. An anime girl wearing a black tank-top and denim shorts is standing outdoors. She's holding a rectangular sign out in front of her that reads "WAI" in solid white text. She's looking at the viewer with a smile. The background features some trees and blue sky with clouds. In the top left corner there is "2B" written in white drippy text.

Negative: out of frame, cropped

Parameters: Steps: 35| Size: 1024x1024| Seed: 42| CFG scale: 7| App: SD.Next| Version: 5b0f86b| Pipeline: StableDiffusionXLPipeline| Operations: txt2img| Model: waiIllustriousSDXL_v150| Model hash: befc694a29


Time: 50.52s | total 120.96 pipeline 48.56 callback 41.03 preview 28.63 decode 1.89 gc 0.44 prompt 0.34 | GPU 10602 MB 8% | RAM 18.77 GB 15%

Image Added

Prompt: masterpiece, best quality, score_7, safe. An anime girl wearing a black tank-top and denim shorts is standing outdoors. She's holding a rectangular sign out in front of her that reads "Z IMAGE ⚡" in solid white text. She's looking at the viewer with a smile. The background features some trees and blue sky with clouds. In the top left corner there is "7B" written in white drippy text.

Negative: out of frame, cropped

Parameters: Steps: 9| Size: 1024x1024| Seed: 42| CFG scale: 1.0| App: SD.Next| Version: 5b0f86b| Pipeline: ZImagePipeline| Operations: txt2img| Model: Z-Image-Turbo


Time: 1m 4.03s | total 167.43 pipeline 61.32 preview 53.37 callback 49.07 decode 2.66 te 0.52 gc 0.45 | GPU 23660 MB 19% | RAM 51.54 GB 42%

Image Added

Prompt: mature female, solo, breasts, red hair, long hair, red eyes, large breasts, sunglasses, looking over eyewear, hair over one eye, sweater, looking at viewer, sleeveless, watch, adjusting eyewear, kirijou mitsuru, white sweater, bare shoulders, turtleneck, wristwatch, bangs, smile, tinted eyewear ,abstract background, foreshortening, masterpiece,best quality,amazing quality

Negative: bad quality,worst quality,worst detail,sketch,censor

Parameters: Steps: 35| Size: 1024x1024| Seed: 42| CFG scale: 4| App: SD.Next| Version: 5b0f86b| Pipeline: Cosmos2TextToImagePipeline| Operations: txt2img| Model: Cosmos-Predict2-2B-Text2Image

285H Time: 2m 50.14s | total 442.44 pipeline 170.10 callback 146.17 preview 123.99 te 2.11 | GPU 18516 MB 15% | RAM 25.93 GB 21%

Image Added

Prompt: mature female, solo, breasts, red hair, long hair, red eyes, large breasts, sunglasses, looking over eyewear, hair over one eye, sweater, looking at viewer, sleeveless, watch, adjusting eyewear, kirijou mitsuru, white sweater, bare shoulders, turtleneck, wristwatch, bangs, smile, tinted eyewear ,abstract background, foreshortening, masterpiece,best quality,amazing quality

Negative: bad quality,worst quality,worst detail,sketch,censor

Parameters: Steps: 35| Size: 1024x1024| Seed: 42| CFG scale: 4| App: SD.Next| Version: 5b0f86b| Pipeline: AnimaTextToImagePipeline| Operations: txt2img| Model: Anima-sdnext-diffusers


Time: 2m 50.06s | total 455.26 pipeline 170.02 preview 143.23 callback 141.74 | GPU 10784 MB 9% | RAM 25.56 GB 21%

Image Added

Prompt: mature female, solo, breasts, red hair, long hair, red eyes, large breasts, sunglasses, looking over eyewear, hair over one eye, sweater, looking at viewer, sleeveless, watch, adjusting eyewear, kirijou mitsuru, white sweater, bare shoulders, turtleneck, wristwatch, bangs, smile, tinted eyewear ,abstract background, foreshortening, masterpiece,best quality,amazing quality

Negative: bad quality,worst quality,worst detail,sketch,censor

Parameters: Steps: 35| Size: 1024x1024| Seed: 42| CFG scale: 7| App: SD.Next| Version: 5b0f86b| Pipeline: StableDiffusionXLPipeline| Operations: txt2img| Model: waiIllustriousSDXL_v150| Model hash: befc694a29


Time: 50.08s | total 118.48 pipeline 48.16 callback 39.72 preview 28.26 decode 1.88 gc 0.43 | GPU 10602 MB 8% | RAM 18.78 GB 15%

Image Added

Prompt: mature female, solo, breasts, red hair, long hair, red eyes, large breasts, sunglasses, looking over eyewear, hair over one eye, sweater, looking at viewer, sleeveless, watch, adjusting eyewear, kirijou mitsuru, white sweater, bare shoulders, turtleneck, wristwatch, bangs, smile, tinted eyewear ,abstract background, foreshortening, masterpiece,best quality,amazing quality

Negative: bad quality,worst quality,worst detail,sketch,censor

Parameters: Steps: 9| Size: 1024x1024| Seed: 42| CFG scale: 1.0| App: SD.Next| Version: 5b0f86b| Pipeline: ZImagePipeline| Operations: txt2img| Model: Z-Image-Turbo


Time: 59.92s | total 108.08 pipeline 57.55 callback 37.01 preview 10.22 decode 2.32 te 0.48 gc 0.43 | GPU 23636 MB 19% | RAM 45.18 GB 37%

Image Added

Prompt: 1girl, hatsune miku, dress, long hair, jewelry, white dress, blue eyes, necklace, bubble, solo, underwater, hair between eyes, looking at viewer, bangs, blue hair, bow, reaching towards viewer, blue theme, air bubble, hair bow, collarbone, floating hair, frills, twintails, blurry foreground, frilled dress, off-shoulder dress, bare shoulders, blurry, very long hair ,masterpiece,best quality,amazing quality

Negative: bad quality,worst quality,worst detail,sketch,censor

Parameters: Steps: 35| Size: 1024x1024| Seed: 42| CFG scale: 4| App: SD.Next| Version: 5b0f86b| Pipeline: Cosmos2TextToImagePipeline| Operations: txt2img| Model: Cosmos-Predict2-2B-Text2Image

285H Time: 2m 51.57s | total 462.25 pipeline 171.52 preview 145.39 callback 143.14 te 2.10 | GPU 18516 MB 15% | RAM 25.92 GB 21%

Image Added

Prompt: 1girl, hatsune miku, dress, long hair, jewelry, white dress, blue eyes, necklace, bubble, solo, underwater, hair between eyes, looking at viewer, bangs, blue hair, bow, reaching towards viewer, blue theme, air bubble, hair bow, collarbone, floating hair, frills, twintails, blurry foreground, frilled dress, off-shoulder dress, bare shoulders, blurry, very long hair ,masterpiece,best quality,amazing quality

Negative: bad quality,worst quality,worst detail,sketch,censor

Parameters: Steps: 35| Size: 1024x1024| Seed: 42| CFG scale: 4| App: SD.Next| Version: 5b0f86b| Pipeline: AnimaTextToImagePipeline| Operations: txt2img| Model: Anima-sdnext-diffusers


Time: 2m 49.74s | total 434.46 pipeline 169.65 preview 132.45 callback 128.52 te 2.78 vae 0.97 | GPU 10784 MB 9% | RAM 25.53 GB 21%

Image Added

Prompt: 1girl, hatsune miku, dress, long hair, jewelry, white dress, blue eyes, necklace, bubble, solo, underwater, hair between eyes, looking at viewer, bangs, blue hair, bow, reaching towards viewer, blue theme, air bubble, hair bow, collarbone, floating hair, frills, twintails, blurry foreground, frilled dress, off-shoulder dress, bare shoulders, blurry, very long hair ,masterpiece,best quality,amazing quality

Negative: bad quality,worst quality,worst detail,sketch,censor

Parameters: Steps: 35| Size: 1024x1024| Seed: 42| CFG scale: 7| App: SD.Next| Version: 5b0f86b| Pipeline: StableDiffusionXLPipeline| Operations: txt2img| Model: waiIllustriousSDXL_v150| Model hash: befc694a29


Time: 50.14s | total 117.81 pipeline 48.19 callback 38.90 preview 28.34 decode 1.89 gc 0.43 | GPU 10602 MB 8% | RAM 18.81 GB 15%

Image Added

Prompt: 1girl, hatsune miku, dress, long hair, jewelry, white dress, blue eyes, necklace, bubble, solo, underwater, hair between eyes, looking at viewer, bangs, blue hair, bow, reaching towards viewer, blue theme, air bubble, hair bow, collarbone, floating hair, frills, twintails, blurry foreground, frilled dress, off-shoulder dress, bare shoulders, blurry, very long hair ,masterpiece,best quality,amazing quality

Negative: bad quality,worst quality,worst detail,sketch,censor

Parameters: Steps: 9| Size: 1024x1024| Seed: 42| CFG scale: 1.0| App: SD.Next| Version: 5b0f86b| Pipeline: ZImagePipeline| Operations: txt2img| Model: Z-Image-Turbo


Time: 59.81s | total 108.40 pipeline 57.43 callback 41.00 preview 6.68 decode 2.33 te 0.48 gc 0.43 | GPU 23636 MB 19% | RAM 45.21 GB 37%

Image Added

Prompt: Naruto vs Sasuke final battle

Parameters: Steps: 35| Size: 1024x1024| Seed: 42| CFG scale: 4| App: SD.Next| Version: 5b0f86b| Pipeline: Cosmos2TextToImagePipeline| Operations: txt2img| Model: Cosmos-Predict2-2B-Text2Image

285H Time: 2m 51.47s | total 449.57 pipeline 171.42 preview 141.22 callback 134.72 te 2.12 | GPU 18516 MB 15% | RAM 25.94 GB 21%

Image Added

Prompt: Naruto vs Sasuke final battle

Parameters: Steps: 35| Size: 1024x1024| Seed: 42| CFG scale: 4| App: SD.Next| Version: 5b0f86b| Pipeline: AnimaTextToImagePipeline| Operations: txt2img| Model: Anima-sdnext-diffusers


Time: 2m 50.34s | total 462.06 pipeline 170.29 callback 147.75 preview 143.46 te 0.46 | GPU 10784 MB 9% | RAM 25.55 GB 21%

Image Added

Prompt: Naruto vs Sasuke final battle

Parameters: Steps: 35| Size: 1024x1024| Seed: 42| CFG scale: 7| App: SD.Next| Version: 5b0f86b| Pipeline: StableDiffusionXLPipeline| Operations: txt2img| Model: waiIllustriousSDXL_v150| Model hash: befc694a29


Time: 53.09s | total 131.10 pipeline 50.15 callback 42.47 preview 34.85 decode 2.89 gc 0.48 | GPU 10606 MB 8% | RAM 38.66 GB 31%

Image Added

Prompt: Naruto vs Sasuke final battle

Parameters: Steps: 9| Size: 1024x1024| Seed: 42| CFG scale: 1.0| App: SD.Next| Version: 5b0f86b| Pipeline: ZImagePipeline| Operations: txt2img| Model: Z-Image-Turbo


Time: 1m 0.65s | total 108.69 pipeline 58.28 callback 41.51 preview 5.60 decode 2.33 te 0.49 gc 0.44 | GPU 23636 MB 19% | RAM 44.34 GB 36%

Image Added

Prompt: looking at viewer, sitting, chair, 1girl, solo, the herta, purple eyes, witch hat, long hair, gradient hair, pantyhose, uneven footwear, boots,, masterpiece,best quality

Negative: bad quality,worst quality,worst detail

Parameters: Steps: 35| Size: 1024x1024| Seed: 42| CFG scale: 4| App: SD.Next| Version: 5b0f86b| Pipeline: Cosmos2TextToImagePipeline| Operations: txt2img| Model: Cosmos-Predict2-2B-Text2Image

285H Time: 2m 51.52s | total 466.14 pipeline 171.48 callback 147.49 preview 144.96 te 2.13 | GPU 18516 MB 15% | RAM 25.94 GB 21%

Image Added

Prompt: looking at viewer, sitting, chair, 1girl, solo, the herta, purple eyes, witch hat, long hair, gradient hair, pantyhose, uneven footwear, boots,, masterpiece,best quality

Negative: bad quality,worst quality,worst detail

Parameters: Steps: 35| Size: 1024x1024| Seed: 42| CFG scale: 4| App: SD.Next| Version: 5b0f86b| Pipeline: AnimaTextToImagePipeline| Operations: txt2img| Model: Anima-sdnext-diffusers


Time: 2m 50.08s | total 455.30 pipeline 170.04 preview 142.77 callback 142.24 | GPU 10784 MB 9% | RAM 25.56 GB 21%

Image Added

Prompt: looking at viewer, sitting, chair, 1girl, solo, the herta, purple eyes, witch hat, long hair, gradient hair, pantyhose, uneven footwear, boots,, masterpiece,best quality

Negative: bad quality,worst quality,worst detail

Parameters: Steps: 35| Size: 1024x1024| Seed: 42| CFG scale: 7| App: SD.Next| Version: 5b0f86b| Pipeline: StableDiffusionXLPipeline| Operations: txt2img| Model: waiIllustriousSDXL_v150| Model hash: befc694a29


Time: 49.96s | total 119.30 pipeline 48.01 callback 40.54 preview 28.14 decode 1.89 gc 0.44 | GPU 10600 MB 8% | RAM 18.83 GB 15%

Image Added

Prompt: looking at viewer, sitting, chair, 1girl, solo, the herta, purple eyes, witch hat, long hair, gradient hair, pantyhose, uneven footwear, boots,, masterpiece,best quality

Negative: bad quality,worst quality,worst detail

Parameters: Steps: 9| Size: 1024x1024| Seed: 42| CFG scale: 1.0| App: SD.Next| Version: 5b0f86b| Pipeline: ZImagePipeline| Operations: txt2img| Model: Z-Image-Turbo


Time: 59.54s | total 107.56 pipeline 57.16 callback 42.06 preview 5.00 decode 2.33 te 0.52 gc 0.44 | GPU 23636 MB 19% | RAM 45.24 GB 37%

System Info

Code Block
Tue Feb  3 12:50:13 2026
Backend: ipex Pipeline: native Memory optimization: none Cross-attention: Scaled-Dot-Product
app: sdnext.git updated: 2026-02-02 hash: c7ecba67c tag:  tags:  url: https://github.com/liutyi/sdnext/tree/pytorch
arch: x86_64 cpu: x86_64 system: Linux release: 6.17.0-8-generic
python: 3.12.3 Pytorch: 2.10.0+xpu
device: Intel(R) Arc(TM) Graphics (1) ipex: 
ram: free:112.69 used:10.38 total:123.07
xformers: diffusers: 0.37.0.dev0 transformers: 4.57.5
active: xpu dtype: torch.bfloat16 vae: torch.bfloat16 unet: torch.bfloat16
base: CalamitousFelicitousness/Anima-sdnext-diffusers refiner: none vae: none te: none unet: none
Backend: ipex Pipeline: native Memory optimization: none Cross-attention: Scaled-Dot-Product


App config

...