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I trying but I'm not getting the results I want here is my command line: ./bin/sd-cli --diffusion-model ~/stable-diffusion.cpp/build/models/flux-3-image-klein-Q8_0.gguf --llm ~/stable-diffusion.cpp/build/models/Qwen3VL-4B-Instruct-Q8_0.gguf --vae ~/stable-diffusion.cpp/build/models/ae.safetensors --llm_vision ~/stable-diffusion.cpp/build/models/mmproj-Qwen3VL-4B-Instruct-F16.gguf --cfg-scale 1.0 -p "Transform the artistic style of this image into A close-up, low-angle shot of a figure standing amidst a chaotic, vibrant environment. The scene is a fusion of raw, distressed punk textures—torn fabrics, exposed wiring, and neon signs—but the overall atmosphere is one of contained, luminous safety. The lighting is high-contrast, utilizing deep shadows juxtaposed with intense, saturated neon glows. The composition uses a strong diagonal line to lead the eye through the cluttered foreground, while the background suggests a controlled, dimly lit, safe underground space. Materiality emphasizes wet asphalt, frayed denim, and flickering electrical light. Mood is electric, defiant, yet deeply grounded and resilient. Wide-angle lens to capture the dynamic tension." -v -H 160 -W 240 --steps 4 --threads 6 --strength 0.95 -r ~/stable-diffusion.cpp/build/models/Astro-Bio.png -o ~/stable-diffusion.cpp/build/models/Transfer.png
This discussion was converted from issue #2152 on October 18, 2026 08:03.
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How do I do style transfer with flux 3 klein?
I trying but I'm not getting the results I want here is my command line: ./bin/sd-cli --diffusion-model ~/stable-diffusion.cpp/build/models/flux-3-image-klein-Q8_0.gguf --llm ~/stable-diffusion.cpp/build/models/Qwen3VL-4B-Instruct-Q8_0.gguf --vae ~/stable-diffusion.cpp/build/models/ae.safetensors --llm_vision ~/stable-diffusion.cpp/build/models/mmproj-Qwen3VL-4B-Instruct-F16.gguf --cfg-scale 1.0 -p "Transform the artistic style of this image into A close-up, low-angle shot of a figure standing amidst a chaotic, vibrant environment. The scene is a fusion of raw, distressed punk textures—torn fabrics, exposed wiring, and neon signs—but the overall atmosphere is one of contained, luminous safety. The lighting is high-contrast, utilizing deep shadows juxtaposed with intense, saturated neon glows. The composition uses a strong diagonal line to lead the eye through the cluttered foreground, while the background suggests a controlled, dimly lit, safe underground space. Materiality emphasizes wet asphalt, frayed denim, and flickering electrical light. Mood is electric, defiant, yet deeply grounded and resilient. Wide-angle lens to capture the dynamic tension." -v -H 160 -W 240 --steps 4 --threads 6 --strength 0.95 -r ~/stable-diffusion.cpp/build/models/Astro-Bio.png -o ~/stable-diffusion.cpp/build/models/Transfer.png
What am I doing wrong
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