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CFG (Guidance scale) seems to be ignored, and attempting to use different flow match samplers also give the same result

Part 1 - Bookshop

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

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Parameters: Steps: 4| Size: 1024x1024| Sampler: Euler FlowMatch| Seed: 1297385681| CFG scale: 3| Model: OmniGen2| App: SD.Next| Version: d5d857a| Operations: txt2img| Pipeline: OmniGen2Pipeline

Execution: Time: 2m 31.04s | total 151.05 pipeline 150.98 | GPU 18110 MB 14% | RAM 3.11 GB 2%


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: 32| Size: 1024x1024| Seed: 432887351| Model: OmniGen2| App: SD.Next| Version: d5d857a| Operations: txt2img| Pipeline: OmniGen2Pipeline

Execution: Time: 20m 26.24s | total 1226.25 pipeline 1226.18 | GPU 18110 MB 14% | RAM 2.76 GB 2%



4816203250

Euler FlowMatch

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Heun FlowMatch

LCM FlowMatch

UniPC FlowMatch
DPM2++ SDE FlowMatch


CFG3

Seed: 1297385681

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CFG0

Seed: 432887351

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Part 3 - Legs and ribbon

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: 50| Size: 1024x1024| Seed: 2560750479| Model: OmniGen2| App: SD.Next| Version: d5d857a| Operations: txt2img| Pipeline: OmniGen2Pipeline

Execution: Time: 31m 19.53s | total 1879.55 pipeline 1879.49 | GPU 18094 MB 14% | RAM 3.

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16 GB 3%

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STEPS4816203250
Seed: 2560750479

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Seed: 432887351

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CFG=0CFG=1CFG=2CFG=3CFG=4CFG=5CFG=6CFG=7CFG=8CFG=9246812162035

System

Code Block
app: sdnext.git updated: 2025-06-30 hash: 0d7c025a url: https://github.com/vladmandic/sdnext.git/tree/master
arch: x86_64 cpu: x86_64 system: Linux release: 6.11.0-29-generic 
python: 3.12.3 Torch 2.7.1+xpu
device: Intel(R) Arc(TM) Graphics (1) ipex: 
ram: free:122.13 used:3.2 total:125.33
xformers: diffusers: 0.35.0.dev0 transformers: 4.53.0
active: xpu dtype: torch.bfloat16 vae: torch.bfloat16 unet: torch.bfloat16
base: Diffusers/OmniGen2/OmniGen2 [453419871d] refiner: none vae: none te: none unet: none

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