Kontext Workflow

flux_kontext_noobify_workflow.json

@@ -0,0 +1,1207 @@
+{
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+  "revision": 0,
+  "last_node_id": 193,
+  "last_link_id": 306,
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+      "type": "FluxKontextImageScale",
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+      "mode": 0,
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+          "type": "IMAGE",
+          "link": 251
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+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
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+            289
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+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.38",
+        "Node name for S&R": "FluxKontextImageScale",
+        "widget_ue_connectable": {}
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+      "widgets_values": []
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+      "type": "MarkdownNote",
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+      "flags": {},
+      "order": 0,
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+      "inputs": [],
+      "outputs": [],
+      "title": "About VRAM",
+      "properties": {
+        "widget_ue_connectable": {}
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+      "widgets_values": [
+        "For reference:\n- **fp8_scaled**: Requires about 20GB of VRAM.\n- **Original**: Requires about 32GB of VRAM.\n\n---\n\n供参考：\n-  **fp8_scaled** :  大概需要 20GB 左右 VRAM \n- **原始权重**:  原始权重，大概需要 32GB 左右 VRAM \n"
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+      "bgcolor": "#653"
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+      "order": 1,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "title": "How to enable multiple image input",
+      "properties": {
+        "widget_ue_connectable": {}
+      },
+      "widgets_values": [
+        "Click on the **Load image (from output)** node and use **Ctrl + B** to enable multiple image input support."
+      ],
+      "color": "#432",
+      "bgcolor": "#653"
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+          "type": "MODEL",
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+        "ver": "0.3.38",
+        "Node name for S&R": "UNETLoader",
+        "models": [
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+            "name": "flux1-dev-kontext_fp8_scaled.safetensors",
+            "url": "https://huggingface.co/Comfy-Org/flux1-kontext-dev_ComfyUI/resolve/main/split_files/diffusion_models/flux1-dev-kontext_fp8_scaled.safetensors",
+            "directory": "diffusion_models"
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+      "mode": 0,
+      "inputs": [
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+          "type": "LATENT",
+          "link": 52
+        },
+        {
+          "name": "vae",
+          "type": "VAE",
+          "link": 61
+        }
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+          "type": "IMAGE",
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+        "ver": "0.3.38",
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+      "type": "MarkdownNote",
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+      "flags": {},
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+      "mode": 0,
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+      "title": "Model links",
+      "properties": {
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+      "widgets_values": [
+        "[tutorial](http://docs.comfy.org/tutorials/flux/flux-1-kontext-dev) | [教程](http://docs.comfy.org/zh-CN/tutorials/flux/flux-1-kontext-dev)\n\n**diffusion model**\n\n- [flux1-dev-kontext_fp8_scaled.safetensors](https://huggingface.co/Comfy-Org/flux1-kontext-dev_ComfyUI/resolve/main/split_files/diffusion_models/flux1-dev-kontext_fp8_scaled.safetensors)\n\n**vae**\n\n- [ae.safetensors](https://huggingface.co/Comfy-Org/Lumina_Image_2.0_Repackaged/blob/main/split_files/vae/ae.safetensors)\n\n**text encoder**\n\n- [clip_l.safetensors](https://huggingface.co/comfyanonymous/flux_text_encoders/blob/main/clip_l.safetensors)\n- [t5xxl_fp16.safetensors](https://huggingface.co/comfyanonymous/flux_text_encoders/resolve/main/t5xxl_fp16.safetensors) or [t5xxl_fp8_e4m3fn_scaled.safetensors](https://huggingface.co/comfyanonymous/flux_text_encoders/resolve/main/t5xxl_fp8_e4m3fn_scaled.safetensors)\n\nModel Storage Location\n\n```\n📂 ComfyUI/\n├── 📂 models/\n│   ├── 📂 diffusion_models/\n│   │   └── flux1-dev-kontext_fp8_scaled.safetensors\n│   ├── 📂 vae/\n│   │   └── ae.safetensor\n│   └── 📂 text_encoders/\n│       ├── clip_l.safetensors\n│       └── t5xxl_fp16.safetensors 或者 t5xxl_fp8_e4m3fn_scaled.safetensors\n```\n"
+      ],
+      "color": "#432",
+      "bgcolor": "#653"
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+    {
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+      "order": 4,
+      "mode": 0,
+      "inputs": [],
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+          "name": "CLIP",
+          "type": "CLIP",
+          "links": [
+            304
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+        }
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+            "url": "https://huggingface.co/comfyanonymous/flux_text_encoders/resolve/main/clip_l.safetensors",
+            "directory": "text_encoders"
+          },
+          {
+            "name": "t5xxl_fp8_e4m3fn_scaled.safetensors",
+            "url": "https://huggingface.co/comfyanonymous/flux_text_encoders/resolve/main/t5xxl_fp8_e4m3fn_scaled.safetensors",
+            "directory": "text_encoders"
+          }
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+        "widget_ue_connectable": {}
+      },
+      "widgets_values": [
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+        "t5xxl_fp8.safetensors",
+        "flux",
+        "default"
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+      "color": "#323",
+      "bgcolor": "#535"
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+      "mode": 0,
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+          "type": "IMAGE",
+          "link": 249
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+        {
+          "name": "image2",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": 250
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+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            251
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+        }
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+          "type": "CONDITIONING",
+          "link": 292
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+          "type": "CONDITIONING",
+          "slot_index": 0,
+          "links": [
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+        "ver": "0.3.38",
+        "Node name for S&R": "FluxGuidance",
+        "widget_ue_connectable": {}
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+      "title": "About multi-round edit",
+      "properties": {
+        "widget_ue_connectable": {}
+      },
+      "widgets_values": [
+        "The **Load Image (from Outputs)** node allows you to fetch the last image from the output. Click on the **refresh** button to fetch the latest image or manually select an image from the dropdown list."
+      ],
+      "color": "#432",
+      "bgcolor": "#653"
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+        "widget_ue_connectable": {}
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+          "type": "LATENT",
+          "links": [
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+      "title": "image size",
+      "properties": {
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+      "order": 8,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "title": "Flux Kontext Prompt Techniques",
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+        "\n## Flux Kontext Prompt Techniques\n\n### 1. Basic Modifications\n- Simple and direct: `\"Change the car color to red\"`\n- Maintain style: `\"Change to daytime while maintaining the same style of the painting\"`\n\n### 2. Style Transfer\n**Principles:**\n- Clearly name style: `\"Transform to Bauhaus art style\"`\n- Describe characteristics: `\"Transform to oil painting with visible brushstrokes, thick paint texture\"`\n- Preserve composition: `\"Change to Bauhaus style while maintaining the original composition\"`\n\n### 3. Character Consistency\n**Framework:**\n- Specific description: `\"The woman with short black hair\"` instead of \"she\"\n- Preserve features: `\"while maintaining the same facial features, hairstyle, and expression\"`\n- Step-by-step modifications: Change background first, then actions\n\n### 4. Text Editing\n- Use quotes: `\"Replace 'joy' with 'BFL'\"`\n- Maintain format: `\"Replace text while maintaining the same font style\"`\n\n## Common Problem Solutions\n\n### Character Changes Too Much\n❌ Wrong: `\"Transform the person into a Viking\"`\n✅ Correct: `\"Change the clothes to be a viking warrior while preserving facial features\"`\n\n### Composition Position Changes\n❌ Wrong: `\"Put him on a beach\"`\n✅ Correct: `\"Change the background to a beach while keeping the person in the exact same position, scale, and pose\"`\n\n### Style Application Inaccuracy\n❌ Wrong: `\"Make it a sketch\"`\n✅ Correct: `\"Convert to pencil sketch with natural graphite lines, cross-hatching, and visible paper texture\"`\n\n## Core Principles\n\n1. **Be Specific and Clear** - Use precise descriptions, avoid vague terms\n2. **Step-by-step Editing** - Break complex modifications into multiple simple steps\n3. **Explicit Preservation** - State what should remain unchanged\n4. **Verb Selection** - Use \"change\", \"replace\" rather than \"transform\"\n\n## Best Practice Templates\n\n**Object Modification:**\n`\"Change [object] to [new state], keep [content to preserve] unchanged\"`\n\n**Style Transfer:**\n`\"Transform to [specific style], while maintaining [composition/character/other] unchanged\"`\n\n**Background Replacement:**\n`\"Change the background to [new background], keep the subject in the exact same position and pose\"`\n\n**Text Editing:**\n`\"Replace '[original text]' with '[new text]', maintain the same font style\"`\n\n> **Remember:** The more specific, the better. Kontext excels at understanding detailed instructions and maintaining consistency. "
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