Promote flux-v2 workflows to workflows/: sweep-validated defaults (guidance 3.0/4.0, 896x1152 portrait pre-pass, saved crops, hires group), full 84-run matrix passed on inputs_v2

workflows/flux-v2-redux-style-composition-bfl-lora.json

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+        "## FLUX Redux + official BFL Depth LoRA (v2 \u2014 A/B variant)\n\nv2 changes vs v1: portrait pre-pass (896x1152 fill/crop \u2014 critical here: with latent-concat\nconditioning any padding becomes image content), saved crop + depth map, steps 32, and\n**FluxGuidance 10 \u2192 4.0** (the v1 quality killer; BFL's guidance-10 rec is for their FULL depth\nmodel, not the LoRA \u2014 sweep showed lower is better). Structure looseness knob = LoRA strength\n(1.0 full grip, ~0.85 looser). No canny stacking possible in this method.\n\n**Optimal inputs** (both refs): 3:4 portrait, 1152x1536, sRGB 8-bit JPEG q90+/PNG, no\nwatermarks/text/borders, EXIF baked. Style ref: keep the style-defining content in the vertical\nmiddle (sigclip center-crops to a square \u2014 top/bottom ~12% are discarded). Composition ref:\nclear fg/bg depth separation. Any other input still works \u2014 the pre-pass normalizes to 896x1152\n(fill/crop) and the exact crop + depth map are saved next to the outputs for auditing."
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+}

workflows/flux-v2-redux-style-composition.json

@@ -0,0 +1,1870 @@
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+  "revision": 0,
+  "last_node_id": 33,
+  "last_link_id": 45,
+  "nodes": [
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+      "type": "MarkdownNote",
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+        "## FLUX Redux + ControlNet \u2014 style + composition (v2)\n\nv2 changes vs v1: portrait pre-pass (any input \u2192 exact **896x1152** fill/crop, so depth map ==\nlatent, zero padding), saved input crops + depth maps for auditing, steps 32, and a bypassed\n**HIRES** group (1.5x latent upscale \u2192 second pass at denoise 0.30 with Redux conditioning\ncarried, ControlNet released \u2014 enable for ~1344x1728 finals; keeps aesthetic, adds detail).\n\nModels & knobs: unchanged from v1 (see `flux-redux-style-composition.json` notes). Redux\nattn_bias 0.5, Union-Pro-2.0 depth 0.7 / end 0.8, FluxGuidance **3.0** (sweep-validated; 2.5 softer/filmic, 3.5 punchier), euler/simple/32/CFG 1.\nBypassed groups: CANNY stack (0.35), ReduxAdvanced alt, turbo fast-preview, HIRES.\n\n**Optimal inputs** (both refs): 3:4 portrait, 1152x1536, sRGB 8-bit JPEG q90+/PNG, no\nwatermarks/text/borders, EXIF baked. Style ref: keep the style-defining content in the vertical\nmiddle (sigclip center-crops to a square \u2014 top/bottom ~12% are discarded). Composition ref:\nclear fg/bg depth separation. Any other input still works \u2014 the pre-pass normalizes to 896x1152\n(fill/crop) and the exact crop + depth map are saved next to the outputs for auditing."
+      ]
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+      "widgets_values": [
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+        "image"
+      ]
+    },
+    {
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+      "type": "CLIPVisionLoader",
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+      "size": [
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+      "flags": {},
+      "order": 5,
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+      "inputs": [],
+      "outputs": [
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+          "type": "CLIP_VISION",
+          "links": [
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+            11
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+          "slot_index": 0
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+      ],
+      "properties": {
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+          "link": 1
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+        {
+          "name": "image",
+          "type": "IMAGE",
+          "link": 2
+        }
+      ],
+      "outputs": [
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+          "name": "CLIP_VISION_OUTPUT",
+          "type": "CLIP_VISION_OUTPUT",
+          "links": [
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+          "slot_index": 0
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+      "properties": {
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+    {
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+      "type": "StyleModelLoader",
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+        870
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+      "size": [
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+        58
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+      "flags": {},
+      "order": 7,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "STYLE_MODEL",
+          "type": "STYLE_MODEL",
+          "links": [
+            7,
+            10
+          ],
+          "slot_index": 0
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "StyleModelLoader",
+        "cnr_id": "comfy-core",
+        "ver": "0.27.0"
+      },
+      "widgets_values": [
+        "flux1-redux-dev.safetensors"
+      ]
+    },
+    {
+      "id": 9,
+      "type": "CLIPTextEncode",
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+      "size": [
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+      "flags": {},
+      "order": 8,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "link": 3
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [
+            4
+          ],
+          "slot_index": 0
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "CLIPTextEncode",
+        "cnr_id": "comfy-core",
+        "ver": "0.27.0"
+      },
+      "title": "Prompt (optional \u2014 may stay empty)",
+      "widgets_values": [
+        ""
+      ]
+    },
+    {
+      "id": 10,
+      "type": "FluxGuidance",
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+      "inputs": [
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+          "name": "conditioning",
+          "type": "CONDITIONING",
+          "link": 4
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [
+            5,
+            6,
+            9
+          ],
+          "slot_index": 0
+        }
+      ],
+      "properties": {
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+      },
+      "widgets_values": [
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+    },
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+      "size": [
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+      "flags": {},
+      "order": 10,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "conditioning",
+          "type": "CONDITIONING",
+          "link": 5
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [
+            19,
+            41
+          ],
+          "slot_index": 0
+        }
+      ],
+      "properties": {
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+        "cnr_id": "comfy-core",
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+    {
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+      "type": "StyleModelApply",
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+      "size": [
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+      "flags": {},
+      "order": 11,
+      "mode": 0,
+      "inputs": [
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+          "name": "conditioning",
+          "type": "CONDITIONING",
+          "link": 6
+        },
+        {
+          "name": "style_model",
+          "type": "STYLE_MODEL",
+          "link": 7
+        },
+        {
+          "name": "clip_vision_output",
+          "type": "CLIP_VISION_OUTPUT",
+          "link": 8
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [
+            18,
+            40
+          ],
+          "slot_index": 0
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "StyleModelApply",
+        "cnr_id": "comfy-core",
+        "ver": "0.27.0"
+      },
+      "widgets_values": [
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+        "attn_bias"
+      ]
+    },
+    {
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+      "type": "ReduxAdvanced",
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+        520
+      ],
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+      "flags": {},
+      "order": 12,
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+      "inputs": [
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+        },
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+        },
+        {
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+          "link": 12
+        },
+        {
+          "name": "mask",
+          "type": "MASK",
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [],
+          "slot_index": 0
+        },
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [],
+          "slot_index": 1
+        },
+        {
+          "name": "MASK",
+          "type": "MASK",
+          "links": [],
+          "slot_index": 2
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "ReduxAdvanced",
+        "aux_id": "kaibioinfo/ComfyUI_AdvancedRefluxControl"
+      },
+      "title": "ALT: ReduxAdvanced (rewire to use)",
+      "widgets_values": [
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+        "area",
+        "center crop (square)",
+        1.0,
+        0.1
+      ]
+    },
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+      "title": "Composition reference (Image B)",
+      "widgets_values": [
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+        "image"
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+      "type": "ImageResize+",
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+      "outputs": [
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+          "type": "IMAGE",
+          "links": [
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+            15,
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+      "properties": {
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+        "cnr_id": "comfyui_essentials"
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+      "properties": {
+        "Node name for S&R": "SaveImage",
+        "cnr_id": "comfy-core",
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+      "title": "Save crop (audit)",
+      "widgets_values": [
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+      "type": "DepthAnythingV2Preprocessor",
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+          "type": "IMAGE",
+          "links": [
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+          "slot_index": 0
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "DepthAnythingV2Preprocessor",
+        "cnr_id": "comfyui_controlnet_aux"
+      },
+      "widgets_values": [
+        "depth_anything_v2_vitl.pth",
+        896
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+        "cnr_id": "comfy-core",
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+      "title": "Save depth map (audit)",
+      "widgets_values": [
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+    }
+  ],
+  "config": {},
+  "extra": {},
+  "version": 0.4
+}