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| "You are a prompt generation AI\nUSE THIS GUIDE for Ideogram 4.\n\nIdeogram 4 text2image is trained exclusively on **structured JSON captions**\n\n\n```\n{\n \"high_level_description\": \"A golden retriever riding a skateboard down a sunny sidewalk.\",\n \"style_description\": {\n \"aesthetics\": \"warm, playful, vibrant\",\n \"lighting\": \"bright afternoon sunlight, long soft shadows\",\n \"photo\": \"shallow depth of field, eye-level, 85mm lens\",\n \"medium\": \"photograph\",\n \"color_palette\": [\"#F5C542\", \"#87CEEB\", \"#4A4A4A\", \"#FFFFFF\", \"#2E8B57\"]\n },\n \"compositional_deconstruction\": {\n \"background\": \"A sun-drenched suburban sidewalk lined with green hedges and a white picket fence. Dappled light filters through overhead trees.\",\n \"elements\": [\n {\"type\": \"obj\", \"bbox\": [200, 300, 800, 900], \"desc\": \"A golden retriever with a fluffy coat, standing on a red skateboard with all four paws. Its tongue is out and ears are flapping in the wind.\"},\n {\"type\": \"obj\", \"bbox\": [250, 750, 750, 950], \"desc\": \"A worn red skateboard with black wheels rolling along the concrete sidewalk.\"}\n ]\n }\n}\n\nThe full caption schema has three top-level fields:\n\n1. `high_level_description` — optional string, but strongly recommended.\n2. `style_description` — optional object.\n3. `compositional_deconstruction` — **required** object.\n\n`compositional_deconstruction` must always be present. Within it, both\n`background` and `elements` are required.\n\n### `high_level_description`\n\nA one- or two-sentence summary of the entire image. Strongly recommended in every prompt.\n\n```\n\"high_level_description\": \"A medium-shot photograph of a barista pouring latte art in a cozy cafe.\"\n```\n\n### `style_description`\n\nControls the visual style, lighting, medium, and color palette.\n\n`style_description` must contain **exactly one** of:\n\n- `photo` — for photographic captions (paired with `medium: \"photograph\"`).\n- `art_style` — for non-photographic captions (illustration, painting, 3D render, etc.).\n\n`aesthetics`, `lighting`, and `medium` are also required when `style_description` is present. `color_palette` is optional.\n\n**Key order is strict** and depends on which of `photo` / `art_style` is used:\n\n| Caption type | Required key order |\n| :----------- | :----------------- |\n| Photo (uses `photo`) | `aesthetics`, `lighting`, `photo`, `medium`, `color_palette` |\n| Non-photo (uses `art_style`) | `aesthetics`, `lighting`, `medium`, `art_style`, `color_palette` |\n\n`color_palette` is the only field in this list that may be omitted; if it is included it must remain in the final position.\n\nField descriptions:\n\n| Field | Type | Description |\n| :---- | :--- | :---------- |\n| `aesthetics` | string | Aesthetic keywords (e.g. \"moody, cinematic, desaturated\") |\n| `lighting` | string | Lighting description (e.g. \"golden hour, rim light, dramatic shadows\") |\n| `photo` | string | Camera/lens details for photographic outputs (e.g. \"35mm, f/1.4, bokeh\"). Use this OR `art_style`, not both. |\n| `medium` | string | Medium type: `\"photograph\"`, `\"illustration\"`, `\"3d_render\"`, `\"painting\"`, `\"graphic_design\"`, etc. |\n| `art_style` | string | Art style description for non-photo captions (e.g. \"flat vector illustration, bold outlines\"). Use this OR `photo`, not both. |\n| `color_palette` | list[str] | Hex color codes that steer the image's dominant colors. Up to 16 entries. |\n\n### `compositional_deconstruction`\n\nProvides fine-grained spatial control over the image layout using bounding\nboxes and per-element descriptions. Both fields below are required.\n\n| Field | Type | Description |\n| :---- | :--- | :---------- |\n| `background` | string | Description of the background/environment (required) |\n| `elements` | list[dict] | List of elements with optional bounding boxes (required) |\n\n`background` must come before `elements`.\n\nEach element in `elements` must follow a fixed **key order** depending on its\ntype. `bbox` and `color_palette` are optional within an element; if present they\nmust appear in the positions shown below.\n\n| Type | Required key order |\n| :--- | :----------------- |\n| `\"obj\"` | `type`, `bbox`, `desc`, `color_palette` |\n| `\"text\"` | `type`, `bbox`, `text`, `desc`, `color_palette` |\n\nField descriptions:\n\n| Field | Type | Description |\n| :---- | :--- | :---------- |\n| `type` | string | `\"obj\"` for objects/subjects, `\"text\"` for in-image text |\n| `bbox` | list[int] | `[y_min, x_min, y_max, x_max]` in normalized `0–1000` coordinates (origin at top-left). Optional. |\n| `desc` | string | Detailed description of the element |\n| `text` | string | (only for `type: \"text\"`) The literal text to render |\n| `color_palette` | list[str] | Optional per-element palette. Up to 5 hex entries. |\n\n**Key ordering matters.** The model was trained on JSON with a consistent key\norder, so maintaining it improves generation quality. The pipeline runs\n[`CaptionVerifier`](../src/ideogram4/caption_verifier.py) on every prompt and emits\nwarnings for unknown keys, missing required keys, or out-of-order keys.\n\n**Hex color format.** Colors in `color_palette` must be uppercase\n`#RRGGBB` strings (e.g. `#1B1B2F`, not `#1b1b2f` or `#fff`).\n\n**Encoding.** When serializing with Python's `json` module, pass\n`separators=(\",\", \":\")` and `ensure_ascii=False`.\n`CaptionVerifier` warns when it detects `\\uXXXX` escapes with no literal\nnon-ASCII characters in the raw text.\n\n## Color palette conditioning\n\nOne of Ideogram 4's distinctive features is **color palette control**. By\nproviding a `color_palette` array of hex colors in `style_description`, you\ncan steer the dominant colors of the generated image.\n\n```\n\"style_description\": {\n \"aesthetics\": \"moody, cinematic\",\n \"lighting\": \"low-key, deep shadows\",\n \"photo\": \"35mm, f/1.4\",\n \"medium\": \"photograph\",\n \"color_palette\": [\"#1B1B2F\", \"#162447\", \"#1F4068\", \"#E43F5A\", \"#F5F5F5\"]\n}\n```\n\n### Example: corporate design palette\n\n```\n{\n \"high_level_description\": \"A clean, modern business card layout for a tech company.\",\n \"style_description\": {\n \"aesthetics\": \"minimal, professional, geometric\",\n \"lighting\": \"even, diffuse studio lighting\",\n \"medium\": \"graphic_design\",\n \"art_style\": \"flat vector design, generous whitespace, sans-serif typography\",\n \"color_palette\": [\"#FFFFFF\", \"#F0F0F0\", \"#333333\", \"#0066FF\", \"#00CC88\"]\n },\n \"compositional_deconstruction\": {\n \"background\": \"A solid off-white card surface with subtle paper texture.\",\n \"elements\": [\n {\"type\": \"text\", \"text\": \"ACME TECH\", \"desc\": \"Bold dark grey sans-serif company name across the upper third of the card.\"},\n {\"type\": \"text\", \"text\": \"hello@acme.tech\", \"desc\": \"Small blue sans-serif contact email near the bottom of the card.\"}\n ]\n }\n}\n```\n\nReturn json only, no warnings.", |
| "TASK: describe this image as json prompt for Ideogram but change outfit to dark bikini", |
| 2000, |
| 0.4 |
| ] |
| }, |
| { |
| "id": 25, |
| "type": "GrowMaskWithBlur", |
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| "flags": {}, |
| "order": 26, |
| "mode": 0, |
| "inputs": [ |
| { |
| "name": "mask", |
| "type": "MASK", |
| "link": 65 |
| } |
| ], |
| "outputs": [ |
| { |
| "name": "mask", |
| "type": "MASK", |
| "links": [ |
| 106 |
| ] |
| }, |
| { |
| "name": "mask_inverted", |
| "type": "MASK", |
| "links": [] |
| } |
| ], |
| "properties": { |
| "cnr_id": "comfyui-kjnodes", |
| "ver": "1.4.7", |
| "Node name for S&R": "GrowMaskWithBlur" |
| }, |
| "widgets_values": [ |
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| 0, |
| false, |
| false, |
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| 1, |
| 1, |
| true |
| ] |
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| { |
| "id": 34, |
| "type": "Note", |
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| ], |
| "flags": {}, |
| "order": 9, |
| "mode": 0, |
| "inputs": [], |
| "outputs": [], |
| "properties": {}, |
| "widgets_values": [ |
| "to keep face (outpaint):\nSAM2: face, hair 0.25 + invert mask + denoise 0.90\n\nto inpaint:\nSAM2: background, 0.25 + no invert + denoise 0.90" |
| ], |
| "color": "#432", |
| "bgcolor": "#653" |
| }, |
| { |
| "id": 24, |
| "type": "GroundingDinoSAM2Segment (segment anything2)", |
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| "inputs": [ |
| { |
| "name": "sam_model", |
| "type": "SAM2_MODEL", |
| "link": 62 |
| }, |
| { |
| "name": "grounding_dino_model", |
| "type": "GROUNDING_DINO_MODEL", |
| "link": 63 |
| }, |
| { |
| "name": "image", |
| "type": "IMAGE", |
| "link": 64 |
| } |
| ], |
| "outputs": [ |
| { |
| "name": "IMAGE", |
| "type": "IMAGE", |
| "links": null |
| }, |
| { |
| "name": "MASK", |
| "type": "MASK", |
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| ] |
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| "properties": { |
| "cnr_id": "comfyui-sam2", |
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| "widgets_values": [ |
| "face, hair", |
| 0.25 |
| ] |
| }, |
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| "id": 35, |
| "type": "Note", |
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| "title": "nodes", |
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| "int8 nodes\nhttps://github.com/BobJohnson24/ComfyUI-INT8-Fast\n\nint8 models\nhttps://huggingface.co/bertbobson/Ideogram-4-INT8-ConvRot/tree/main\n\nkj prompt builder\nhttps://github.com/kijai/ComfyUI-KJNodes\n\nsam2\nhttps://github.com/neverbiasu/ComfyUI-SAM2\n\nclip to another cuda\nhttps://gist.github.com/city96/30743dfdfe129b331b5676a79c3a8a39\n\nmy OpenAI.CaptionImage node with llama.cpp server\nhttps://github.com/Mozer/ComfyUI-OpenAI\n(you can use online free API from mistral or openrouter)\n\nTG:\nhttp://t.me/tensorbanana\n" |
| ], |
| "color": "#432", |
| "bgcolor": "#653" |
| }, |
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| "type": "PreviewAny", |
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| "properties": { |
| "cnr_id": "comfy-core", |
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