Add Docker build context for plx1029/comfyui-qwen:v1 (ComfyUI 35c1470 prebaked RunPod image)

docker/Dockerfile

@@ -0,0 +1,38 @@
+# ComfyUI Qwen-Image-Edit base image (H100 / RunPod)
+#
+# NOTE: the image plx1029/comfyui-qwen was NOT built from this file — it was
+# assembled directly on the pod with `crane append` (no Docker daemon on
+# RunPod). This Dockerfile is the reproducible equivalent: building it on any
+# machine with Docker produces the same setup.
+#
+#   docker build -t plx1029/comfyui-qwen:v1 docker/
+#   docker push plx1029/comfyui-qwen:v1
+
+FROM runpod/pytorch:1.0.2-cu1281-torch280-ubuntu2404
+
+ARG COMFYUI_COMMIT=35c1470935044be5610a81d46e57922a8a598c6c
+ARG RGTHREE_COMMIT=27b4f4cdcf3b127c29d5d8135ac1536ecbd4c383
+
+# ComfyUI pinned to the exact commit; torch stack already in base -> only light deps install
+RUN git clone https://github.com/comfyanonymous/ComfyUI.git /ComfyUI && \
+    cd /ComfyUI && git checkout ${COMFYUI_COMMIT} && \
+    pip install -r requirements.txt
+
+# Custom nodes: rgthree (Power Lora Loader) + ComfyUI-Manager
+RUN git clone https://github.com/rgthree/rgthree-comfy.git /ComfyUI/custom_nodes/rgthree-comfy && \
+    cd /ComfyUI/custom_nodes/rgthree-comfy && git checkout ${RGTHREE_COMMIT} && \
+    pip install comfyui-manager==4.2.2
+
+# Manager config baked in: security_level=weak, network_mode=personal_cloud
+COPY config.ini /ComfyUI/user/__manager/config.ini
+COPY comfy.settings.json /ComfyUI/user/default/comfy.settings.json
+COPY workflows/ /ComfyUI/user/default/workflows/
+
+# Startup: `comfy` runs ComfyUI (prefers /workspace/ComfyUI when a volume is
+# attached); start-comfy.sh auto-starts it alongside the stock RunPod services.
+COPY comfy /usr/local/bin/comfy
+COPY start-comfy.sh /start-comfy.sh
+RUN chmod +x /usr/local/bin/comfy /start-comfy.sh
+
+EXPOSE 7865
+CMD ["/start-comfy.sh"]

docker/README.md

@@ -0,0 +1,43 @@
+# plx1029/comfyui-qwen — prebaked ComfyUI image (H100 / RunPod)
+
+Everything from the manual setup is baked in — **no reinstalling on new pods**:
+
+- Base: `runpod/pytorch:1.0.2-cu1281-torch280-ubuntu2404` (torch 2.8.0+cu128, Python 3.12)
+- ComfyUI @ `35c1470935044be5610a81d46e57922a8a598c6c` at `/ComfyUI`
+- rgthree-comfy @ `27b4f4c` in `custom_nodes/`
+- comfyui-manager 4.2.2 + all pip deps (65 packages) preinstalled system-wide
+- Manager config baked: `security_level = weak`, `network_mode = personal_cloud`
+- Workflows baked into the workflow browser: `qwen-loras-very-good-nsfw.json`, `qwen-edit-nsfw.json`
+- ComfyUI **auto-starts on pod boot** on port **7865** (log: `/workspace/comfyui.log`)
+
+Models are NOT in the image (keep them on the network volume, as before).
+
+## Using it on RunPod
+
+1. Create a template with container image `plx1029/comfyui-qwen:v1`.
+2. Expose HTTP port **7865** (plus 8888/22 as usual).
+3. Attach your network volume at `/workspace`.
+
+On boot the image:
+- uses `/workspace/ComfyUI` if it exists (your current volume — models already there);
+- otherwise seeds a fresh `/workspace/ComfyUI` from the baked-in copy (download models per the main README);
+- SSH / Jupyter / nginx from the stock RunPod start script still work normally.
+
+Manual control: `COMFY_AUTOSTART=false` env var disables auto-start; run `comfy` in a
+terminal to start it by hand. `COMFY_PORT` overrides the port.
+
+## How the image was built
+
+No Docker daemon exists on RunPod pods, so the image was assembled *on the pod
+itself* with [`crane`](https://github.com/google/go-containerregistry): the exact
+pip-package delta vs the base image (identified via dist-info RECORDs) plus the
+pinned git clones were tarred into a single OCI layer and appended onto the base
+image manifest — the 20 GB base was never re-uploaded.
+
+`Dockerfile` in this directory is the reproducible equivalent for rebuilding on
+any machine with real Docker:
+
+```bash
+docker build -t plx1029/comfyui-qwen:v1 /workspace/docker
+docker push plx1029/comfyui-qwen:v1
+```

docker/comfy

@@ -0,0 +1,22 @@
+#!/bin/bash
+# Run ComfyUI in the foreground.
+# Prefers /workspace/ComfyUI (network volume, persists models); falls back to
+# the copy baked into the image at /ComfyUI. On a fresh volume, seeds
+# /workspace/ComfyUI from the baked-in copy so models/outputs persist.
+set -e
+
+COMFY_PORT="${COMFY_PORT:-7865}"
+
+if [[ -d /workspace/ComfyUI ]]; then
+    COMFY_HOME=/workspace/ComfyUI
+elif [[ -d /workspace && -w /workspace ]]; then
+    echo "Seeding /workspace/ComfyUI from image..."
+    cp -a /ComfyUI /workspace/ComfyUI
+    COMFY_HOME=/workspace/ComfyUI
+else
+    COMFY_HOME=/ComfyUI
+fi
+
+echo "Starting ComfyUI from ${COMFY_HOME} on port ${COMFY_PORT}"
+cd "${COMFY_HOME}"
+exec python3 main.py --listen 0.0.0.0 --port "${COMFY_PORT}" "$@"

docker/comfy.settings.json

@@ -0,0 +1,5 @@
+{
+    "Comfy.InstalledVersion": "1.45.20",
+    "Comfy.TutorialCompleted": true,
+    "Comfy.RightSidePanel.IsOpen": true
+}

docker/config.ini

@@ -0,0 +1,20 @@
+[default]
+git_exe = 
+use_uv = True
+use_unified_resolver = False
+channel_url = https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main
+share_option = all
+bypass_ssl = False
+file_logging = True
+update_policy = stable-comfyui
+windows_selector_event_loop_policy = False
+model_download_by_agent = False
+downgrade_blacklist = 
+security_level = weak
+always_lazy_install = False
+network_mode = personal_cloud
+db_mode = cache
+verbose = False
+allow_git_url_install = False
+allow_pip_install = False
+

docker/start-comfy.sh

@@ -0,0 +1,19 @@
+#!/bin/bash
+# Image CMD: start ComfyUI in the background (auto-restart), then hand off to
+# the stock RunPod /start.sh (SSH, Jupyter, nginx) in the foreground.
+# Set COMFY_AUTOSTART=false in the pod env to disable the auto-start.
+
+if [[ "${COMFY_AUTOSTART:-true}" != "false" ]]; then
+    LOG=/workspace/comfyui.log
+    [[ -d /workspace && -w /workspace ]] || LOG=/var/log/comfyui.log
+    (
+        while true; do
+            /usr/local/bin/comfy >> "$LOG" 2>&1
+            echo "[start-comfy] ComfyUI exited ($?), restarting in 5s..." >> "$LOG"
+            sleep 5
+        done
+    ) &
+    echo "ComfyUI starting in background (log: $LOG, port ${COMFY_PORT:-7865})"
+fi
+
+exec /start.sh

docker/workflows/qwen-edit-nsfw.json

@@ -0,0 +1,1261 @@
+{
+  "id": "91f6bbe2-ed41-4fd6-bac7-71d5b5864ecb",
+  "revision": 0,
+  "last_node_id": 122,
+  "last_link_id": 237,
+  "nodes": [
+    {
+      "id": 88,
+      "type": "VAEEncode",
+      "pos": [
+        690,
+        30
+      ],
+      "size": [
+        140,
+        46
+      ],
+      "flags": {},
+      "order": 13,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "pixels",
+          "type": "IMAGE",
+          "link": 178
+        },
+        {
+          "name": "vae",
+          "type": "VAE",
+          "link": 236
+        }
+      ],
+      "outputs": [
+        {
+          "name": "LATENT",
+          "type": "LATENT",
+          "links": [
+            228
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "VAEEncode",
+        "cnr_id": "comfy-core",
+        "ver": "0.3.50",
+        "enableTabs": false,
+        "tabWidth": 65,
+        "tabXOffset": 10,
+        "hasSecondTab": false,
+        "secondTabText": "Send Back",
+        "secondTabOffset": 80,
+        "secondTabWidth": 65,
+        "ue_properties": {
+          "widget_ue_connectable": {}
+        }
+      },
+      "widgets_values": []
+    },
+    {
+      "id": 66,
+      "type": "ModelSamplingAuraFlow",
+      "pos": [
+        450,
+        -80
+      ],
+      "size": [
+        210,
+        58
+      ],
+      "flags": {},
+      "order": 10,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": 191
+        }
+      ],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [
+            141
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "ModelSamplingAuraFlow",
+        "cnr_id": "comfy-core",
+        "ver": "0.3.48",
+        "enableTabs": false,
+        "tabWidth": 65,
+        "tabXOffset": 10,
+        "hasSecondTab": false,
+        "secondTabText": "Send Back",
+        "secondTabOffset": 80,
+        "secondTabWidth": 65,
+        "widget_ue_connectable": {}
+      },
+      "widgets_values": [
+        3
+      ]
+    },
+    {
+      "id": 75,
+      "type": "CFGNorm",
+      "pos": [
+        690,
+        -80
+      ],
+      "size": [
+        210,
+        82
+      ],
+      "flags": {},
+      "order": 14,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": 141
+        }
+      ],
+      "outputs": [
+        {
+          "name": "patched_model",
+          "type": "MODEL",
+          "links": [
+            225
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "CFGNorm",
+        "cnr_id": "comfy-core",
+        "ver": "0.3.50",
+        "enableTabs": false,
+        "tabWidth": 65,
+        "tabXOffset": 10,
+        "hasSecondTab": false,
+        "secondTabText": "Send Back",
+        "secondTabOffset": 80,
+        "secondTabWidth": 65,
+        "ue_properties": {
+          "widget_ue_connectable": {
+            "strength": true
+          }
+        }
+      },
+      "widgets_values": [
+        1,
+        false
+      ]
+    },
+    {
+      "id": 104,
+      "type": "WidgetToString",
+      "pos": [
+        110,
+        -120
+      ],
+      "size": [
+        288.072265625,
+        154
+      ],
+      "flags": {
+        "collapsed": true
+      },
+      "order": 6,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "any_input",
+          "shape": 7,
+          "type": "*",
+          "link": 219
+        }
+      ],
+      "outputs": [
+        {
+          "name": "STRING",
+          "type": "STRING",
+          "links": [
+            209
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "WidgetToString",
+        "cnr_id": "comfyui-kjnodes",
+        "ver": "1.1.9"
+      },
+      "widgets_values": [
+        0,
+        "ckpt_name",
+        false,
+        "",
+        2
+      ]
+    },
+    {
+      "id": 93,
+      "type": "ImageScaleToTotalPixels",
+      "pos": [
+        450,
+        30
+      ],
+      "size": [
+        216.4927734375,
+        106
+      ],
+      "flags": {},
+      "order": 8,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "image",
+          "type": "IMAGE",
+          "link": 199
+        }
+      ],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            178
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "ImageScaleToTotalPixels",
+        "cnr_id": "comfy-core",
+        "ver": "0.3.50",
+        "enableTabs": false,
+        "tabWidth": 65,
+        "tabXOffset": 10,
+        "hasSecondTab": false,
+        "secondTabText": "Send Back",
+        "secondTabOffset": 80,
+        "secondTabWidth": 65,
+        "ue_properties": {
+          "widget_ue_connectable": {
+            "upscale_method": true,
+            "megapixels": true
+          }
+        }
+      },
+      "widgets_values": [
+        "lanczos",
+        1,
+        1
+      ]
+    },
+    {
+      "id": 115,
+      "type": "INTConstant",
+      "pos": [
+        690,
+        130
+      ],
+      "size": [
+        210,
+        58
+      ],
+      "flags": {},
+      "order": 0,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "value",
+          "type": "INT",
+          "links": [
+            206,
+            230
+          ]
+        }
+      ],
+      "title": "Steps",
+      "properties": {
+        "Node name for S&R": "INTConstant",
+        "cnr_id": "comfyui-kjnodes",
+        "ver": "1.1.9"
+      },
+      "widgets_values": [
+        8
+      ],
+      "color": "#1b4669",
+      "bgcolor": "#29699c"
+    },
+    {
+      "id": 77,
+      "type": "TextEncodeQwenImageEdit",
+      "pos": [
+        520,
+        780
+      ],
+      "size": [
+        380,
+        140
+      ],
+      "flags": {},
+      "order": 11,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "link": 202
+        },
+        {
+          "name": "vae",
+          "shape": 7,
+          "type": "VAE",
+          "link": 235
+        },
+        {
+          "name": "image",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": 223
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [
+            227
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "TextEncodeQwenImageEdit",
+        "cnr_id": "comfy-core",
+        "ver": "0.3.50",
+        "enableTabs": false,
+        "tabWidth": 65,
+        "tabXOffset": 10,
+        "hasSecondTab": false,
+        "secondTabText": "Send Back",
+        "secondTabOffset": 80,
+        "secondTabWidth": 65,
+        "ue_properties": {
+          "widget_ue_connectable": {
+            "prompt": true
+          }
+        }
+      },
+      "widgets_values": [
+        "ugly, blurry, distorted, artifacts, bad, wrong, low quality, anime, digital art, semirealistic, cartoon, manga, drawing, fake, unreal, "
+      ],
+      "color": "#322",
+      "bgcolor": "#533"
+    },
+    {
+      "id": 8,
+      "type": "VAEDecode",
+      "pos": [
+        1180,
+        -80
+      ],
+      "size": [
+        210,
+        46
+      ],
+      "flags": {
+        "collapsed": false
+      },
+      "order": 16,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "samples",
+          "type": "LATENT",
+          "link": 231
+        },
+        {
+          "name": "vae",
+          "type": "VAE",
+          "link": 233
+        }
+      ],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "slot_index": 0,
+          "links": [
+            188
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "VAEDecode",
+        "cnr_id": "comfy-core",
+        "ver": "0.3.48",
+        "enableTabs": false,
+        "tabWidth": 65,
+        "tabXOffset": 10,
+        "hasSecondTab": false,
+        "secondTabText": "Send Back",
+        "secondTabOffset": 80,
+        "secondTabWidth": 65,
+        "widget_ue_connectable": {}
+      },
+      "widgets_values": []
+    },
+    {
+      "id": 117,
+      "type": "PrimitiveInt",
+      "pos": [
+        690,
+        230
+      ],
+      "size": [
+        210,
+        82
+      ],
+      "flags": {},
+      "order": 1,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "INT",
+          "type": "INT",
+          "links": [
+            211,
+            229
+          ]
+        }
+      ],
+      "title": "Seed",
+      "properties": {
+        "Node name for S&R": "PrimitiveInt",
+        "cnr_id": "comfy-core",
+        "ver": "0.3.66"
+      },
+      "widgets_values": [
+        0,
+        "fixed"
+      ]
+    },
+    {
+      "id": 118,
+      "type": "CheckpointLoaderSimple",
+      "pos": [
+        -371.2148870314887,
+        -80
+      ],
+      "size": [
+        250,
+        98
+      ],
+      "flags": {},
+      "order": 2,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [
+            214,
+            219
+          ]
+        },
+        {
+          "name": "CLIP",
+          "type": "CLIP",
+          "links": [
+            232
+          ]
+        },
+        {
+          "name": "VAE",
+          "type": "VAE",
+          "links": [
+            233,
+            234,
+            235,
+            236
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "CheckpointLoaderSimple",
+        "cnr_id": "comfy-core",
+        "ver": "0.3.66"
+      },
+      "widgets_values": [
+        "Qwen-Rapid-AIO-NSFW-v11.4.safetensors"
+      ]
+    },
+    {
+      "id": 102,
+      "type": "Image Saver Simple",
+      "pos": [
+        25.725592148344973,
+        350.31616333407857
+      ],
+      "size": [
+        360,
+        780
+      ],
+      "flags": {},
+      "order": 17,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "images",
+          "type": "IMAGE",
+          "link": 188
+        },
+        {
+          "name": "metadata",
+          "shape": 7,
+          "type": "METADATA",
+          "link": 208
+        }
+      ],
+      "outputs": [
+        {
+          "name": "hashes",
+          "type": "STRING",
+          "links": null
+        },
+        {
+          "name": "a1111_params",
+          "type": "STRING",
+          "links": null
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "Image Saver Simple",
+        "cnr_id": "comfyui-image-saver",
+        "ver": "1.16.0"
+      },
+      "widgets_values": [
+        "%time_%basemodelname_%seed",
+        "qwen_edit/%date",
+        "webp",
+        false,
+        100,
+        false,
+        true,
+        false,
+        0,
+        "%Y-%m-%d-%H%M%S",
+        true
+      ]
+    },
+    {
+      "id": 103,
+      "type": "Power Lora Loader (rgthree)",
+      "pos": [
+        -77.9282870313215,
+        -250.47591148625898
+      ],
+      "size": [
+        380,
+        190
+      ],
+      "flags": {},
+      "order": 7,
+      "mode": 0,
+      "inputs": [
+        {
+          "dir": 3,
+          "name": "model",
+          "type": "MODEL",
+          "link": 214
+        },
+        {
+          "dir": 3,
+          "name": "clip",
+          "type": "CLIP",
+          "link": 232
+        }
+      ],
+      "outputs": [
+        {
+          "dir": 4,
+          "name": "MODEL",
+          "shape": 3,
+          "type": "MODEL",
+          "links": [
+            191
+          ]
+        },
+        {
+          "dir": 4,
+          "name": "CLIP",
+          "shape": 3,
+          "type": "CLIP",
+          "links": [
+            202,
+            216
+          ]
+        }
+      ],
+      "properties": {
+        "Show Strengths": "Single Strength",
+        "Match": "",
+        "cnr_id": "rgthree-comfy",
+        "ver": "1.0.2510052058"
+      },
+      "widgets_values": [
+        {},
+        {
+          "type": "PowerLoraLoaderHeaderWidget"
+        },
+        {
+          "on": false,
+          "lora": "qwen_edit\\next-scene_lora-v2-3000.safetensors",
+          "strength": 1,
+          "strengthTwo": null
+        },
+        {},
+        ""
+      ]
+    },
+    {
+      "id": 99,
+      "type": "MarkdownNote",
+      "pos": [
+        1435.731336272329,
+        -12.02964538951973
+      ],
+      "size": [
+        410,
+        410
+      ],
+      "flags": {},
+      "order": 3,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "title": "Model links",
+      "properties": {
+        "widget_ue_connectable": {}
+      },
+      "widgets_values": [
+        "## Model links\n\n### Checkpoint\n- [Qwen-Image-Edit-Rapid-AIO](https://huggingface.co/Phr00t/Qwen-Image-Edit-Rapid-AIO)\n\n### Text Encoders\n- [qwen_2.5_vl_7b_fp8_scaled.safetensors](https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI/resolve/main/split_files/text_encoders/qwen_2.5_vl_7b_fp8_scaled.safetensors)\n\n### VAE\n- [qwen_image_vae.safetensors](https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI/resolve/main/split_files/vae/qwen_image_vae.safetensors)\n\nModel Storage Location\n\n```\n📂 ComfyUI/\n├── 📂 models/\n│   ├── 📂 checkpoints/\n│   │      └── Qwen-Rapid-AIO-NSFW-v11.1.safetensors\n│   ├── 📂 text_encoders/\n│   │      └── qwen_2.5_vl_7b_fp8_scaled.safetensors\n│   └── 📂 vae/\n│          └── qwen_image_vae.safetensors\n```\n"
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+          "name": "vae",
+          "shape": 7,
+          "type": "VAE",
+          "link": 13
+        },
+        {
+          "name": "image1",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": 16
+        },
+        {
+          "name": "image2",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": 36
+        },
+        {
+          "name": "image3",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "slot_index": 0,
+          "links": [
+            19
+          ]
+        }
+      ],
+      "title": "Negative prompt",
+      "properties": {
+        "Node name for S&R": "TextEncodeQwenImageEditPlus"
+      },
+      "widgets_values": [
+        ""
+      ]
+    },
+    {
+      "id": 21,
+      "type": "FluxKontextMultiReferenceLatentMethod",
+      "pos": [
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+      "size": [
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+      "flags": {},
+      "order": 24,
+      "mode": 0,
+      "inputs": [
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+          "name": "conditioning",
+          "type": "CONDITIONING",
+          "link": 19
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "slot_index": 0,
+          "links": [
+            21
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "FluxKontextMultiReferenceLatentMethod"
+      },
+      "widgets_values": [
+        "index_timestep_zero"
+      ]
+    },
+    {
+      "id": 22,
+      "type": "VAEEncode",
+      "pos": [
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+        640
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+      "size": [
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+        50
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+      "flags": {},
+      "order": 17,
+      "mode": 0,
+      "inputs": [
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+          "name": "pixels",
+          "type": "IMAGE",
+          "link": 17
+        },
+        {
+          "name": "vae",
+          "type": "VAE",
+          "link": 22
+        }
+      ],
+      "outputs": [
+        {
+          "name": "LATENT",
+          "type": "LATENT",
+          "slot_index": 0,
+          "links": [
+            23
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "VAEEncode"
+      },
+      "widgets_values": []
+    },
+    {
+      "id": 24,
+      "type": "VAEDecode",
+      "pos": [
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+        60
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+      "size": [
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+        50
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+      "flags": {},
+      "order": 26,
+      "mode": 0,
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+          "name": "samples",
+          "type": "LATENT",
+          "link": 32
+        },
+        {
+          "name": "vae",
+          "type": "VAE",
+          "link": 33
+        }
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+          "name": "IMAGE",
+          "type": "IMAGE",
+          "slot_index": 0,
+          "links": [
+            34
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "VAEDecode"
+      },
+      "widgets_values": []
+    },
+    {
+      "id": 25,
+      "type": "SaveImage",
+      "pos": [
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+        60
+      ],
+      "size": [
+        440,
+        470
+      ],
+      "flags": {},
+      "order": 27,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "images",
+          "type": "IMAGE",
+          "link": 34
+        }
+      ],
+      "outputs": [
+        {
+          "name": "images",
+          "type": "IMAGE",
+          "links": null
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "SaveImage"
+      },
+      "widgets_values": [
+        "Qwen_Edit"
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+      "title": "How to use",
+      "properties": {},
+      "widgets_values": [
+        "## Qwen Image Edit — Master Workflow\n\n**One toggle controls quality vs speed:** the **Accelerate?** boolean node (bottom-left).\n\n- **ON (true)**  = Lightning 4-step LoRA + 4 steps + CFG 1.0 (fast)\n- **OFF (false)** = no Lightning + 20 steps + CFG 4.0 (best quality)\n\nIt drives the three **Switch** nodes (MODEL / STEPS / CFG) together, so you only flip one thing.\n\n**Your content LoRAs** go in the **Power Lora Loader** (add/stack/toggle each). It is always applied in both modes.\n\nModel: `qwen_image_edit_2511_fp8mixed` (20GB fp8 — loads ~2x faster than bf16)."
+      ],
+      "color": "#432",
+      "bgcolor": "#653"
+    },
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+      "type": "UNETLoader",
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+          "name": "MODEL",
+          "type": "MODEL",
+          "slot_index": 0,
+          "links": [
+            1
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "UNETLoader"
+      },
+      "widgets_values": [
+        "qwen_image_edit_2511_bf16.safetensors",
+        "default"
+      ]
+    },
+    {
+      "id": 8,
+      "type": "Power Lora Loader (rgthree)",
+      "pos": [
+        -520,
+        -200
+      ],
+      "size": [
+        360,
+        180
+      ],
+      "flags": {},
+      "order": 18,
+      "mode": 0,
+      "inputs": [
+        {
+          "dir": 3,
+          "name": "model",
+          "type": "MODEL",
+          "link": 3
+        },
+        {
+          "dir": 3,
+          "name": "clip",
+          "type": "CLIP",
+          "link": 4
+        }
+      ],
+      "outputs": [
+        {
+          "dir": 4,
+          "name": "MODEL",
+          "type": "MODEL",
+          "slot_index": 0,
+          "links": [
+            5,
+            6
+          ]
+        },
+        {
+          "dir": 4,
+          "name": "CLIP",
+          "type": "CLIP",
+          "slot_index": 1,
+          "links": [
+            10,
+            11
+          ]
+        }
+      ],
+      "title": "Power Lora Loader (content LoRAs)",
+      "properties": {
+        "Show Strengths": "Single Strength",
+        "Match": "",
+        "Node name for S&R": "Power Lora Loader (rgthree)"
+      },
+      "widgets_values": [
+        {},
+        {
+          "type": "PowerLoraLoaderHeaderWidget"
+        },
+        {
+          "on": true,
+          "lora": "Qwen4Play_v2.safetensors",
+          "strength": 1,
+          "strengthTwo": null
+        },
+        {},
+        ""
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+      "type": "TextEncodeQwenImageEditPlus",
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+          "link": 10
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+        {
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+          "type": "VAE",
+          "link": 12
+        },
+        {
+          "name": "image1",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": 15
+        },
+        {
+          "name": "image2",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": 37
+        },
+        {
+          "name": "image3",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "slot_index": 0,
+          "links": [
+            18
+          ]
+        }
+      ],
+      "title": "Positive prompt",
+      "properties": {
+        "Node name for S&R": "TextEncodeQwenImageEditPlus"
+      },
+      "widgets_values": [
+        "replace the outfit of the subject with the bikini in the second image, don't change anything else"
+      ]
+    },
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+          "name": "IMAGE",
+          "type": "IMAGE",
+          "slot_index": 0,
+          "links": [
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+            16,
+            17
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+        }
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+      "properties": {
+        "Node name for S&R": "FluxKontextImageScale"
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+      "type": "LoadImage",
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+          "type": "IMAGE",
+          "slot_index": 0,
+          "links": [
+            35
+          ]
+        },
+        {
+          "name": "MASK",
+          "type": "MASK",
+          "slot_index": 1,
+          "links": []
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "LoadImage"
+      },
+      "widgets_values": [
+        "Screenshot 2026-07-02 at 6.05.45 PM.png",
+        "image"
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+      "widgets_values": [
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