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        "## FLUX Redux + ControlNet \u2014 style + composition (v1 draft)\n\n**Image A (style)** supplies aesthetic/palette/lighting via **FLUX.1 Redux**; **Image B\n(composition)** supplies layout via **Depth** (Shakker-Labs ControlNet **Union-Pro-2.0** \u2014 mode\ninferred from the control image, do NOT add SetUnionControlNetType). Optional text prompt.\n\n**Models** (HF `aleph65/ComfyUI`):\n- `diffusion_models/flux1-dev.safetensors` (bf16) \u00b7 `text_encoders/t5xxl_fp16.safetensors` +\n  `clip_l.safetensors` \u00b7 `vae/ae.safetensors`\n- `style_models/flux1-redux-dev.safetensors` \u00b7 `clip_vision/sigclip_vision_patch14_384.safetensors`\n- `controlnet/FLUX.1-dev-ControlNet-Union-Pro-2.0.safetensors`\n- bypassed extras: `loras/flux1-turbo-alpha.safetensors`\n- `depth_anything_v2_vitl.pth` auto-downloads into `custom_nodes/comfyui_controlnet_aux/ckpts/`\n\n**Knobs**\n- *Apply Style Model* `strength` = Redux influence, `attn_bias` mode: 0.3\u20130.7 (start 0.5).\n  Raise if style too weak; lower (or use the ReduxAdvanced group) if Image A's layout leaks.\n- *Depth ControlNet* strength 0.6\u20130.8, end_percent 0.8 (official 2.0 rec: 0.8/0.8).\n- **Canny group (bypassed)**: enable to stack hard contour lock at LOW strength 0.25\u20130.4, or\n  use instead of depth (rewire). Union-Pro-2.0 handles both from the same loader.\n- **ReduxAdvanced group (bypassed)**: alternative style isolation via token downsampling\n  (factor 3). To use: connect its CONDITIONING output to the depth Apply ControlNet `positive`\n  (replacing Apply Style Model) and enable the node.\n- **Turbo group (bypassed)**: enable turbo-alpha LoRA + set steps to 8 for fast previews.\n- Sampler: euler / simple / 28 steps / CFG 1.0 / FluxGuidance 3.5 / denoise 1.0.\n\nPrompt may be empty; a short scene description usually helps. Match latent aspect to Image B.\n"
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