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"id": 97, "type": "ComfySwitchNode", "pos": [ 2460, 2180 ], "size": [ 320, 130 ], "flags": {}, "order": 56, "mode": 0, "inputs": [ { "name": "on_false", "type": "IMAGE", "shape": 7, "link": 69 }, { "name": "on_true", "type": "IMAGE", "shape": 7, "link": 70 }, { "name": "switch", "type": "BOOLEAN", "widget": { "name": "switch" }, "link": 71 } ], "outputs": [ { "name": "output", "type": "IMAGE", "links": [ 72, 73 ] } ], "properties": { "Node name for S&R": "ComfySwitchNode" }, "title": "OBJECT on/off", "widgets_values": [ false ], "color": "#432", "bgcolor": "#653" }, { "id": 98, "type": "PreviewImage", "pos": [ 2460, 2340 ], "size": [ 340, 340 ], "flags": {}, "order": 57, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 72 } ], "outputs": [], "properties": { "Node name for S&R": "PreviewImage" }, "title": "With the object", "color": "#233", "bgcolor": "#355" }, { "id": 110, "type": "ImageSharpen", "pos": [ 2860, 2180 ], "size": [ 340, 170 ], "flags": {}, "order": 58, "mode": 4, "inputs": [ { "name": "image", "type": "IMAGE", "link": 73 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 74 ] } ], "properties": { "Node name for S&R": "ImageSharpen" }, "title": "Sharpen (Ctrl+B to enable)", "widgets_values": [ 1, 1.0, 0.3 ], "color": "#332922", "bgcolor": "#593930" }, { "id": 111, "type": "SaveImage", "pos": [ 2860, 2380 ], "size": [ 440, 480 ], "flags": {}, "order": 59, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 74 } ], "outputs": [], "properties": { "Node name for S&R": "SaveImage" }, "title": "SAVE", "widgets_values": [ "wallpapers/%date:yyyy-MM-dd%/wall" ], "color": "#332922", "bgcolor": "#593930" }, { "id": 200, "type": "MarkdownNote", "pos": [ 20, 60 ], "size": [ 520, 620 ], "flags": {}, "order": 15, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "# WALLPAPERS ON FLUX.1-dev\n\nStyle comes from **the prompt and the LoRAs**, nothing else.\nThere are no presets: write \"frutiger aero\", \"y2k vector\",\n\"view from orbit\", \"alpine valley\" - and that is what\nyou get.\n\n## Quick start\n1. **SUBJECT** - what is in the shot. **STYLE** - how it is drawn.\n2. Set the size in the \"Wallpaper resolution\" node (stage 1).\n3. Queue.\n\nBoth prompt boxes ship empty on purpose. Fill them in.\n\n## Switches (the yellow PANEL group)\n- **1) DETAIL PASS** - a second pass at ~2 MP.\n- **2) FINAL UPSCALE** - tiles, up to ~4K.\n- **3) ADD AN OBJECT** - inpaint through a mask.\n- **4) SOURCE** - off: edit the wallpaper you just made.\n on: edit an uploaded photo (wallpaper generation\n does not run at all then).\n\n## About the negative prompt\nFlux does not have one. The model is guidance-distilled:\n`cfg` stays at 1.0, and prompt strength is set by the\n**FluxGuidance** node instead. The negative is not part\nof the maths at all - which is why `ConditioningZeroOut`\nsits where it would otherwise go. Phrase what you don't\nwant positively: not \"no blur\" but \"sharp focus\".\n\n## Guidance is the main style dial\n- **2.0-2.5** - soft, more photographic, livelier light\n- **3.5** - default, balanced\n- **5-7** - strict to the prompt, harder edges; often\n better on graphic styles (frutiger, vector)\n\n## Against artefacts\nDiffusion never runs above ~2 MP; past that it is tiles\nat `denoise 0.15` and ESRGAN. The sampler is plain\n`euler`, not ancestral, so it doesn't keep adding noise.\n" ], "title": "READ THIS FIRST", "color": "#432", "bgcolor": "#653" }, { "id": 202, "type": "MarkdownNote", "pos": [ 1600, 60 ], "size": [ 400, 560 ], "flags": {}, "order": 17, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "### Style LoRAs\n\nChain: Flux -> LoRA 1 -> 2 -> 3 -> 4.\nEvery slot is **bypassed** (purple, Ctrl+B),\nso plain Flux runs the moment you open this.\n\nSlot 1 points at **Frutiger Metro** - for the\nfrutiger aero / metro / y2k vector look. Download it,\nput it in place and enable the node (Ctrl+B), or\npoint the slot at any LoRA you already have.\n\nWords it responds to:\n`frutiger metro style`, `y2k`, `vector swirls`,\n`sticker outline`, `halftone`, `glowing rings`,\n`ink splashes`, `black background`.\n\nIts author warns that hands come out badly on it.\nFor wallpapers that hardly matters, but don't ask\nit for people in close-up.\n\nNew LoRAs go in `ComfyUI/models/loras`; refresh the\nlist in ComfyUI (R) and pick the file in a free slot.\n\nKeep the combined strength of style LoRAs near 1.2 -\nabove that they start fighting each other.\n" ], "title": "LoRA", "color": "#323", "bgcolor": "#535" }, { "id": 201, "type": "MarkdownNote", "pos": [ 2100, 420 ], "size": [ 340, 260 ], "flags": {}, "order": 16, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "### The panel\n\nA branch that is switched off **does not run** -\nlazy evaluation, so it costs neither time\nnor VRAM.\n\nTurn on **4) SOURCE** and the whole graph\nbecomes a pure inpainting tool: no wallpaper\nis generated at all, only the uploaded photo\ngets edited.\n" ], "title": "Panel", "color": "#432", "bgcolor": "#653" }, { "id": 205, "type": "MarkdownNote", "pos": [ 1080, 1790 ], "size": [ 340, 200 ], "flags": {}, "order": 18, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "### Resolution\n\nFlux was trained at roughly 1 MP. Stay near it,\nor you get duplicated subjects and bent geometry.\n\n| Screen | Use |\n|---|---|\n| 16:9 monitor | 1344 x 768 |\n| 16:10 | 1280 x 832 |\n| 21:9 ultrawide | 1536 x 640 |\n| 4:3 | 1152 x 896 |\n| Phone 9:16 | 768 x 1344 |\n| Square | 1024 x 1024 |\n\nAfter stages 2-3 the result comes out exactly four\ntimes bigger: 1344x768 -> ~3840x2160.\n\n**25 steps** is the working minimum for Flux.\n30-35 give a little more fine texture;\nbelow 20 it turns muddy.\n" ], "title": "Size and steps", "color": "#322", "bgcolor": "#533" }, { "id": 206, "type": "MarkdownNote", "pos": [ 1860, 1340 ], "size": [ 340, 480 ], "flags": {}, "order": 19, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "### Stage 2 - detail\n\nESRGAN enlarges the picture in pixels, then the\nsampler refines the texture at `denoise 0.35`.\n\nA latent upscale is deliberately not used here:\nit gives mush, which the sampler then \"fills in\"\nwith invented detail.\n\n- `0.35` - normal\n- `0.45+` - starts changing the subject\n- `0.25` - light cleanup only\n\n2.07 MP is chosen so that stage 3 with a\nmultiplier of 2 lands exactly on 4K.\n" ], "title": "Stage 2", "color": "#322", "bgcolor": "#533" }, { "id": 207, "type": "MarkdownNote", "pos": [ 2680, 980 ], "size": [ 320, 840 ], "flags": {}, "order": 20, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "### Stage 3 - final size\n\n1024 tiles at `denoise 0.15`.\n\nThe tiles get **their own prompt** (the green\n\"UPSCALE PROMPT\" node) with no subject in it,\nand guidance there is dropped to 2.0.\nOtherwise every tile tries to paint a whole\nscene - that is how spare mountains and second\nsuns appear in the corners of a 4K wallpaper.\n\n**If artefacts still show up:**\n- `denoise` 0.15 -> 0.08\n- `mode_type` -> `None` (pure ESRGAN,\n no diffusion at all)\n- `tile_width/height` -> 1280\n\n`tiled_decode` is on - without it, decoding an\n8 MP image will not fit in 16 GB.\n" ], "title": "Stage 3", "color": "#322", "bgcolor": "#533" }, { "id": 208, "type": "MarkdownNote", "pos": [ 980, 2510 ], "size": [ 320, 480 ], "flags": {}, "order": 21, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "### Where the image and the mask come from\n\n**Switch 4) SOURCE = off**\nYou are editing the wallpaper you just made.\nThe image arrives from stage 3, and you draw the\nmask on the left \"MASK\" node - load any picture\nthere **with the same aspect ratio** and paint\nover the area where the object should appear.\n\n**Switch 4) SOURCE = on**\nYou are editing an uploaded photo. Load it into\nthe \"PHOTO\" node, right-click -> Open in\nMaskEditor, and paint straight onto it. No\nwallpaper is generated in this mode.\n" ], "title": "Source", "color": "#2a363b", "bgcolor": "#3f5159" }, { "id": 209, "type": "MarkdownNote", "pos": [ 1720, 2510 ], "size": [ 320, 480 ], "flags": {}, "order": 22, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "### Inpainting\n\n`InpaintModelConditioning` + `Differential\nDiffusion` are the right pair for Flux dev:\nthe first prepares a latent with the mask,\nthe second makes the edge transition smooth.\n\n- `denoise` is **1.0** here and that is fine:\n the area under the mask is painted from\n scratch, everything else is left alone.\n- `Grow 12` + `Feather 32` - margin and\n feathering. If you can see a seam, raise the\n feather; if the object doesn't fit, raise Grow.\n- Draw the mask **with room to spare** around\n the object: with a tight mask the model has\n nowhere to put it.\n\nIn the object prompt describe both the object\nand how it sits in the scene (\"resting on the\nshore, gentle reflection\") - that is what makes\nit match the light and the perspective.\n" ], "title": "Inpainting", "color": "#233", "bgcolor": "#355" } ], "links": [ [ 1, 1, 0, 10, 0, "MODEL" ], [ 2, 10, 0, 11, 0, "MODEL" ], [ 3, 11, 0, 12, 0, "MODEL" ], [ 4, 12, 0, 13, 0, "MODEL" ], [ 5, 30, 0, 32, 0, "STRING" ], [ 6, 31, 0, 32, 1, "STRING" ], [ 7, 2, 0, 40, 0, "CLIP" ], [ 8, 2, 0, 43, 0, "CLIP" ], [ 9, 2, 0, 45, 0, "CLIP" ], [ 10, 32, 0, 40, 1, "STRING" ], [ 11, 33, 0, 43, 1, "STRING" ], [ 12, 34, 0, 45, 1, "STRING" ], [ 13, 40, 0, 41, 0, "CONDITIONING" ], [ 14, 40, 0, 42, 0, "CONDITIONING" ], [ 15, 43, 0, 44, 0, "CONDITIONING" ], [ 16, 45, 0, 46, 0, "CONDITIONING" ], [ 17, 13, 0, 51, 0, "MODEL" ], [ 18, 41, 0, 51, 1, "CONDITIONING" ], [ 19, 42, 0, 51, 2, "CONDITIONING" ], [ 20, 50, 0, 51, 3, "LATENT" ], [ 21, 51, 0, 52, 0, "LATENT" ], [ 22, 3, 0, 52, 1, "VAE" ], [ 23, 52, 0, 53, 0, "IMAGE" ], [ 24, 4, 0, 60, 0, "UPSCALE_MODEL" ], [ 25, 52, 0, 60, 1, "IMAGE" ], [ 26, 60, 0, 61, 0, "IMAGE" ], [ 27, 61, 0, 62, 0, "IMAGE" ], [ 28, 3, 0, 62, 1, "VAE" ], [ 29, 13, 0, 63, 0, "MODEL" ], [ 30, 41, 0, 63, 1, "CONDITIONING" ], [ 31, 42, 0, 63, 2, "CONDITIONING" ], [ 32, 62, 0, 63, 3, "LATENT" ], [ 33, 63, 0, 64, 0, "LATENT" ], [ 34, 3, 0, 64, 1, "VAE" ], [ 35, 52, 0, 65, 0, "IMAGE" ], [ 36, 64, 0, 65, 1, "IMAGE" ], [ 37, 20, 0, 65, 2, "BOOLEAN" ], [ 38, 65, 0, 66, 0, "IMAGE" ], [ 39, 65, 0, 70, 0, "IMAGE" ], [ 40, 13, 0, 70, 1, "MODEL" ], [ 41, 46, 0, 70, 2, "CONDITIONING" ], [ 42, 42, 0, 70, 3, "CONDITIONING" ], [ 43, 3, 0, 70, 4, "VAE" ], [ 44, 4, 0, 70, 5, "UPSCALE_MODEL" ], [ 45, 65, 0, 71, 0, "IMAGE" ], [ 46, 70, 0, 71, 1, "IMAGE" ], [ 47, 21, 0, 71, 2, "BOOLEAN" ], [ 48, 71, 0, 82, 0, "IMAGE" ], [ 49, 80, 0, 82, 1, "IMAGE" ], [ 50, 23, 0, 82, 2, "BOOLEAN" ], [ 51, 81, 1, 83, 0, "MASK" ], [ 52, 80, 1, 83, 1, "MASK" ], [ 53, 23, 0, 83, 2, "BOOLEAN" ], [ 54, 83, 0, 90, 0, "MASK" ], [ 55, 90, 0, 91, 0, "MASK" ], [ 56, 91, 0, 92, 0, "MASK" ], [ 57, 13, 0, 93, 0, "MODEL" ], [ 58, 44, 0, 94, 0, "CONDITIONING" ], [ 59, 42, 0, 94, 1, "CONDITIONING" ], [ 60, 3, 0, 94, 2, "VAE" ], [ 61, 82, 0, 94, 3, "IMAGE" ], [ 62, 91, 0, 94, 4, "MASK" ], [ 63, 93, 0, 95, 0, "MODEL" ], [ 64, 94, 0, 95, 1, "CONDITIONING" ], [ 65, 94, 1, 95, 2, "CONDITIONING" ], [ 66, 94, 2, 95, 3, "LATENT" ], [ 67, 95, 0, 96, 0, "LATENT" ], [ 68, 3, 0, 96, 1, "VAE" ], [ 69, 71, 0, 97, 0, "IMAGE" ], [ 70, 96, 0, 97, 1, "IMAGE" ], [ 71, 22, 0, 97, 2, "BOOLEAN" ], [ 72, 97, 0, 98, 0, "IMAGE" ], [ 73, 97, 0, 110, 0, "IMAGE" ], [ 74, 110, 0, 111, 0, "IMAGE" ] ], "groups": [ { "id": 1, "title": "INSTRUCTIONS", "bounding": [ 0, 0, 560, 700 ], "color": "#a1309b", "font_size": 24, "flags": {} }, { "id": 2, "title": "1. MODELS", "bounding": [ 620, 0, 440, 660 ], "color": "#3f789e", "font_size": 24, "flags": {} }, { "id": 3, "title": "2. LoRA - style", "bounding": [ 1120, 0, 900, 700 ], "color": "#88A", "font_size": 24, "flags": {} }, { "id": 4, "title": "3. PANEL - switches", "bounding": [ 2080, 0, 400, 700 ], "color": "#b58b2a", "font_size": 24, "flags": {} }, { "id": 5, "title": "4. PROMPT", "bounding": [ 0, 760, 520, 1240 ], "color": "#8A8", "font_size": 24, "flags": {} }, { "id": 6, "title": "5. ENCODER + GUIDANCE", "bounding": [ 580, 760, 440, 1240 ], "color": "#8A8", "font_size": 24, "flags": {} }, { "id": 7, "title": "6. STAGE 1 - base ~1 MP", "bounding": [ 1060, 760, 380, 1240 ], "color": "#A88", "font_size": 24, "flags": {} }, { "id": 8, "title": "7. STAGE 2 - detail ~2 MP", "bounding": [ 1460, 760, 760, 1080 ], "color": "#A88", "font_size": 24, "flags": {} }, { "id": 9, "title": "8. STAGE 3 - final upscale", "bounding": [ 2240, 760, 780, 1080 ], "color": "#A88", "font_size": 24, "flags": {} }, { "id": 10, "title": "9. INPAINT SOURCE", "bounding": [ 0, 2120, 1340, 900 ], "color": "#3f5159", "font_size": 24, "flags": {} }, { "id": 11, "title": "10. INPAINT - object through a mask", "bounding": [ 1340, 2120, 1480, 900 ], "color": "#355", "font_size": 24, "flags": {} }, { "id": 12, "title": "11. OUTPUT", "bounding": [ 2860, 2120, 500, 900 ], "color": "#593930", "font_size": 24, "flags": {} } ], "config": {}, "extra": { "ds": { "scale": 0.3, "offset": [ 200, 120 ] }, "frontendVersion": "1.52.7" }, "version": 0.4 }