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https://huggingface.co/OPPOer/Qwen-Image-Pruning

https://huggingface.co/OPPOer/Qwen-Image-Pruning/tree/main/Qwen-Image-13B-8steps

Base model test is Test 40 - Qwen Image

model_name = "OPPOer/Qwen-Image-Pruning"

positive_magic = {"en": ", Ultra HD, 4K, cinematic composition.", # for english prompt,
"zh": "，超清，4K，电影级构图。" # for chinese prompt,
}
    image = pipe(
        width=1328,
        height=1328,
        num_inference_steps=8,
        true_cfg_scale=1,
        generator=torch.Generator(device="cuda").manual_seed(42)
    ).images[0]

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Test 0 - Different seed variations

Attention guidance

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1 (true_cfg)

Test 1 - Bookshop

Prompt: photorealistic girl in bookshop choosing the book in romantic stories shelf. smiling

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Parameters: Steps: 8| Size: 1024x1024| Seed: 2736029172| CFG scale: 6| CFG true: 1| App: SD.Next| Version: f71db69| Pipeline: QwenImagePipeline| Operations: txt2img| Model: Qwen-Image-Pruning+Qwen-Image-13B-8steps

Time: 2m 34.69s | total 204.33 pipeline 154.66 vae 13.70 onload 12.04 offload 11.29 preview 5.63 te 5.50 callback 1.47 | GPU 45002 MB 37% | RAM 60.66 GB 48%

Test 2 - Face and hand - different attention guidance

Prompt: 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.

Parameters: Steps: 8| Size: 1024x1024| Seed: 2736029172| CFG scale: 6| CFG true: 1| App: SD.Next| Version: f71db69| Pipeline: QwenImagePipeline| Operations: txt2img| Model: Qwen-Image-Pruning+Qwen-Image-13B-8steps

Time: 2m 44.59s | total 226.95 pipeline 164.54 offload 22.21 te 14.32 vae 12.85 onload 7.87 preview 3.60 callback 1.50 | GPU 44860 MB 37% | RAM 59.22 GB 47%

Prompt: 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.

Parameters: Steps: 50| Size: 1024x1024| Seed: 2736029172| CFG scale: 6| CFG true: 1| App: SD.Next| Version: f71db69| Pipeline: QwenImagePipeline| Operations: txt2img| Model: Qwen-Image-Pruning+Qwen-Image-13B-8steps

Time: 13m 49.08s | total 921.63 pipeline 829.05 preview 42.28 vae 12.87 onload 11.96 offload 10.43 callback 9.31 te 5.70 | GPU 45136 MB 38% | RAM 60.71 GB 48%

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AG0

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AG1

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AG1.1

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AG1.5

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AG2

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AG2.5

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AG4

Test 2 - Face and hand - different attention guidance

Prompt: 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.

Test 3 - Legs

Prompt: 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.

Parameters: Steps: 506| Size: 1024x1024| Seed: 16200853232736029172| CFG scale: 26| CFG true: 1| App: SD.Next| Version: 1d37a25f71db69| Pipeline: QwenImagePipeline| Operations: txt2img| Model: Qwen-Image-Pruning+Qwen-Image-13B-8steps

Time: 29m 432m 4.41s 67s | total 1784170.61 pipeline 1783.38 te 1.17 | GPU 68698 MB 54% | RAM 3.21 GB 3%

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58 pipeline 124.64 vae 12.79 onload 12.11 offload 10.31 te 5.66 preview 3.93 callback 1.11 | GPU 45134 MB 38% | RAM 57.0 GB 45%

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CFG2

AG0

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CFGx

AG4

Test 4 Some other images

Prompts from: https://civitai.com/user/liutyi/collections

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Test 5 Other models covers done with this one

Test 6 Examples by model authors

Image AddedImage AddedImage AddedImage AddedImage AddedImage Added

System info

Tue Aug  5 20:35:18 2025
app: sdnext.git updated: 2025-10-08 hash: 71615ac4a url: https://github.com/liutyi/sdnext.git/tree/ipex
arch: x86_64 cpu: x86_64 system: Linux release: 6.14.0-33-generic
python: 3.12.3 Torch: 2.7.1+xpu
device: Intel(R) Arc(TM) Graphics (1) ipex: 2.7.10+xpu
ram: free:111.45 used:13.88 total:125.33
gpu: free:69.84 used:47.53 total:117.37
gpu-active: current:41.38 peak:43.15
gpu-allocated: current:41.38 peak:43.15
gpu-reserved: current:47.53 peak:47.53
gpu-inactive: current:0.3 peak:1.84
events: retries:0 oom:0
utilization: 0
xformers: diffusers: 0.36.0.dev0 transformers: 4.56.2
active: xpu dtype: torch.bfloat16 vae: torch.bfloat16 unet: torch.bfloat16 
base: OPPOer/Qwen-Image-Pruning+Qwen-Image-13B refiner: none vae: none te: none unet: none
Backend: ipex Pipeline: native Memory optimization: none Cross-attention: Scaled-Dot-Product

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