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"widgets_values": [ "qwen3.5_9b_w4a8_gptq.safetensors", "moss_image", "default" ], "widgets_values_named": { "clip_name": "qwen3.5_9b_w4a8_gptq.safetensors", "type": "moss_image", "device": "default" }, "color": "#263B5A", "bgcolor": "#344C70" }, { "id": 34, "type": "VAELoader", "pos": [ -540, 380 ], "size": [ 460, 60 ], "flags": {}, "order": 2, "mode": 0, "inputs": [ { "localized_name": "vae_name", "name": "vae_name", "type": "COMBO", "widget": { "name": "vae_name" }, "link": null } ], "outputs": [ { "localized_name": "VAE", "name": "VAE", "type": "VAE", "slot_index": 0, "links": [ 672, 723, 726 ] } ], "title": "๐ŸŽž๏ธ VAE ยท FLUX.2 small", "properties": { "cnr_id": "comfy-core", "ver": "0.42.0", "Node name for S&R": "VAELoader", "models": [ { "name": "flux2-vae_small.safetensors", "url": "https://huggingface.co/Comfy-Org/MOSS-Image/resolve/main/vae/flux2-vae_small.safetensors", "directory": "vae" } ] }, "widgets_values": [ "flux2-vae_small.safetensors" ], "widgets_values_named": { "vae_name": "flux2-vae_small.safetensors" }, "color": "#263B5A", "bgcolor": "#344C70" }, { "id": 40, "type": "SkipLayerGuidanceDiTSimple", "pos": [ -540, 630 ], "size": [ 460, 180 ], "flags": {}, "order": 21, "mode": 0, "showAdvanced": true, "inputs": [ { "localized_name": "model", "name": "model", "type": "MODEL", "link": 95 }, { "localized_name": "double_layers", "name": "double_layers", "type": "STRING", "widget": { "name": "double_layers" }, "link": null }, { "localized_name": "single_layers", "name": "single_layers", "type": "STRING", "widget": { "name": "single_layers" }, "link": null }, { "localized_name": "start_percent", "name": "start_percent", "type": "FLOAT", "widget": { "name": "start_percent" }, "link": null }, { "localized_name": "end_percent", "name": "end_percent", "type": "FLOAT", "widget": { "name": "end_percent" }, "link": null } ], "outputs": [ { "localized_name": "MODEL", "name": "MODEL", "type": "MODEL", "links": [ 71 ] } ], "title": "๐Ÿชœ Skip Layer Guidance ยท layer 22", "properties": { "cnr_id": "comfy-core", "ver": "0.42.0", "Node name for S&R": "SkipLayerGuidanceDiTSimple" }, "widgets_values": [ "", "22", 0, 0.5 ], "widgets_values_named": { "double_layers": "", "single_layers": "22", "start_percent": 0, "end_percent": 0.5 }, "color": "#263B5A", "bgcolor": "#344C70" }, { "id": 41, "type": "ComfySwitchNode", "pos": [ -540, 890 ], "size": [ 460, 90 ], "flags": {}, "order": 25, "mode": 0, "inputs": [ { "localized_name": "on_false", "name": "on_false", "shape": 7, "type": "MODEL", "link": 96 }, { "localized_name": "on_true", "name": "on_true", "shape": 7, "type": "MODEL", "link": 71 }, { "localized_name": "switch", "name": "switch", "type": "BOOLEAN", "widget": { "name": "switch" }, "link": null } ], "outputs": [ { "localized_name": "output", "name": "output", "type": "MODEL", "links": [ 710 ] } ], "title": "๐Ÿ”€ SLG ON / OFF (true = ON)", "properties": { "cnr_id": "comfy-core", "ver": "0.42.0", "Node name for S&R": "ComfySwitchNode" }, "widgets_values": [ false ], "widgets_values_named": { "switch": false }, "color": "#263B5A", "bgcolor": "#344C70" }, { "id": 43, "type": "KSampler", "pos": [ 2790, 80 ], "size": [ 300, 480 ], "flags": {}, "order": 43, "mode": 0, "inputs": [ { "localized_name": "model", "name": "model", "type": "MODEL", "link": 746 }, { "localized_name": "positive", "name": "positive", "type": "CONDITIONING", "link": 754 }, { "localized_name": "negative", "name": "negative", "type": "CONDITIONING", "link": 753 }, { "localized_name": "latent_image", "name": "latent_image", "type": "LATENT", "link": 756 }, { "localized_name": "seed", "name": "seed", "type": "INT", "widget": { "name": "seed" }, "link": 89 }, { "localized_name": "steps", "name": "steps", "type": "INT", "widget": { "name": "steps" }, "link": null }, { "localized_name": "cfg", "name": "cfg", "type": "FLOAT", "widget": { "name": "cfg" }, "link": null }, { "localized_name": "sampler_name", "name": "sampler_name", "type": "COMBO", "widget": { "name": "sampler_name" }, "link": null }, { "localized_name": "scheduler", "name": "scheduler", "type": "COMBO", "widget": { "name": "scheduler" }, "link": null }, { "localized_name": "denoise", "name": "denoise", "type": "FLOAT", "widget": { "name": "denoise" }, "link": null } ], "outputs": [ { "localized_name": "LATENT", "name": "LATENT", "type": "LATENT", "slot_index": 0, "links": [ 84, 705 ] } ], "title": "๐ŸŽจ Base Sampler", "properties": { "cnr_id": "comfy-core", "ver": "0.42.0", "Node name for S&R": "KSampler" }, "widgets_values": [ 861912674655310, "randomize", 25, 4, "euler", "simple", 1 ], "widgets_values_named": { "seed": 861912674655310, "control_after_generate": "randomize", "steps": 25, "cfg": 4, "sampler_name": "euler", "scheduler": "simple", "denoise": 1 }, "color": "#4A355F", "bgcolor": "#62477D" }, { "id": 44, "type": "VAEDecode", "pos": [ 2790, 630 ], "size": [ 300, 60 ], "flags": {}, "order": 44, "mode": 0, "inputs": [ { "localized_name": "samples", "name": "samples", "type": "LATENT", "link": 84 }, { "localized_name": "vae", "name": "vae", "type": "VAE", "link": 674 } ], "outputs": [ { "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE", "slot_index": 0, "links": [ 671, 687 ] } ], "title": "๐Ÿ–ผ๏ธ Decode Base Image", "properties": { "cnr_id": "comfy-core", "ver": "0.42.0", "Node name for S&R": "VAEDecode" }, "color": "#263E4F", "bgcolor": "#35566B" }, { "id": 47, "type": "Seed Generator", "pos": [ 1410, 470 ], "size": [ 340, 85.9999860885912 ], "flags": {}, "order": 3, "mode": 0, "inputs": [ { "localized_name": "seed", "name": "seed", "type": "INT", "widget": { "name": "seed" }, "link": null } ], "outputs": [ { "localized_name": "INT", "name": "INT", "type": "INT", "links": [ 89 ] } ], "title": "๐ŸŽฒ Seed", "properties": { "cnr_id": "comfy-image-saver", "ver": "0.1.2", "Node name for S&R": "Seed Generator" }, "widgets_values": [ 42, "fixed" ], "widgets_values_named": { "seed": 42, "control_after_generate": "fixed" }, "color": "#244A3F", "bgcolor": "#326556" }, { "id": 49, "type": "ModelSamplingAuraFlow", "pos": [ -540, 490 ], "size": [ 460, 90 ], "flags": {}, "order": 16, "mode": 0, "inputs": [ { "localized_name": "model", "name": "model", "type": "MODEL", "link": 94 }, { "localized_name": "shift", "name": "shift", "type": "FLOAT", "widget": { "name": "shift" }, "link": null }, { "localized_name": "sampling", "name": "sampling", "shape": 7, "type": "COMBO", "widget": { "name": "sampling" }, "link": null } ], "outputs": [ { "localized_name": "MODEL", "name": "MODEL", "type": "MODEL", "links": [ 95, 96 ] } ], "title": "๐Ÿ“ Shift 5", "properties": { "cnr_id": "comfy-core", "ver": "0.42.0", "Node name for S&R": "ModelSamplingAuraFlow" }, "widgets_values": [ 5, "flow" ], "widgets_values_named": { "shift": 5, "sampling": "flow" }, "color": "#263B5A", "bgcolor": "#344C70" }, { "id": 50, "type": "PrimitiveStringMultiline", "pos": [ 2470, 80 ], "size": [ 260, 470 ], "flags": {}, "order": 4, "mode": 0, "inputs": [ { "localized_name": "value", "name": "value", "type": "STRING", "widget": { "name": "value" }, "link": null } ], "outputs": [ { "localized_name": "STRING", "name": "STRING", "type": "STRING", "links": [ 97 ] } ], "title": "๐Ÿšซ Negative ยท SFW", "properties": { "cnr_id": "comfy-core", "ver": "0.42.0", "Node name for S&R": "PrimitiveStringMultiline" }, "widgets_values": [ "nsfw, nude, explicit, worst quality, bad anatomy, watermark, jpeg artifact" ], "widgets_values_named": { "value": "nsfw, nude, explicit, worst quality, bad anatomy, watermark, jpeg artifact" }, "color": "#322", "bgcolor": "#533" }, { "id": 51, "type": "PrimitiveStringMultiline", "pos": [ 2190, 80 ], "size": [ 260, 470 ], "flags": {}, "order": 5, "mode": 0, "inputs": [ { "localized_name": "value", "name": "value", "type": "STRING", "widget": { "name": "value" }, "link": null } ], "outputs": [ { "localized_name": "STRING", "name": "STRING", "type": "STRING", "links": [ 98 ] } ], "title": "๐Ÿšซ Negative ยท NSFW", "properties": { "cnr_id": "comfy-core", "ver": "0.42.0", "Node name for S&R": "PrimitiveStringMultiline" }, "widgets_values": [ "worst quality, bad anatomy, watermark, jpeg artifact" ], "widgets_values_named": { "value": "worst quality, bad anatomy, watermark, jpeg artifact" }, "color": "#322", "bgcolor": "#533" }, { "id": 52, "type": "ComfySwitchNode", "pos": [ 1770, 450 ], "size": [ 390, 101.99998829134569 ], "flags": { "collapsed": false }, "order": 18, "mode": 0, "inputs": [ { "localized_name": "on_false", "name": "on_false", "shape": 7, "type": "STRING", "link": 97 }, { "localized_name": "on_true", "name": "on_true", "shape": 7, "type": "STRING", "link": 98 }, { "localized_name": "switch", "name": "switch", "type": "BOOLEAN", "widget": { "name": "switch" }, "link": 104 } ], "outputs": [ { "localized_name": "output", "name": "output", "type": "STRING", "links": [ 750 ] } ], "title": "๐Ÿ”€ Negative SFW / NSFW", "properties": { "cnr_id": "comfy-core", "ver": "0.42.0", "Node name for S&R": "ComfySwitchNode" }, "widgets_values": [ false ], "widgets_values_named": { "switch": false }, "color": "#5A343A", "bgcolor": "#78464F" }, { "id": 53, "type": "PrimitiveBoolean", "pos": [ 1770, 80 ], "size": [ 400, 70 ], "flags": {}, "order": 6, "mode": 0, "inputs": [ { "localized_name": "value", "name": "value", "type": "BOOLEAN", "widget": { "name": "value" }, "link": null } ], "outputs": [ { "localized_name": "BOOLEAN", "name": "BOOLEAN", "type": "BOOLEAN", "links": [ 104 ] } ], "title": "๐Ÿ”ž NSFW MODE (false = SFW ยท true = NSFW)", "properties": { "cnr_id": "comfy-core", "ver": "0.42.0", "Node name for S&R": "PrimitiveBoolean" }, "widgets_values": [ false ], "widgets_values_named": { "value": false }, "color": "#5A343A", "bgcolor": "#78464F" }, { "id": 55, "type": "MarkdownNote", "pos": [ -1160, 30 ], "size": [ 580, 480 ], "flags": {}, "order": 7, "mode": 0, "inputs": [], "outputs": [], "title": "๐Ÿ“˜ SeeMoss-Genesis Image Edit ยท Read Me", "properties": { "cnr_id": "comfy-core", "Node name for S&R": "MarkdownNote" }, "widgets_values": [ "# ๐Ÿ–ผ๏ธ SeeMoss-Genesis Image Edit ยท v1.0\n\nEdit an existing picture with a short instruction, using **SeeMoss-Genesis** + the **MOSS-Image Edit LoRA**. The source image goes in as a **reference** (vision + reference latent), the model redraws the same frame and only applies the change you describe: outfit, hair colour, season, art style, props.\n\n**Flow:** Core models โ†’ ๐Ÿงฌ LoRA Loader (edit LoRA) โ†’ ๐Ÿ–ผ๏ธ 03 ยท Load source image + write the edit โ†’ ๐ŸŽจ Base Sampler โ†’ ๐Ÿ’พ Save (Civitai metadata via SeeSee Civitai Metadata) โ†’ optional ๐Ÿ”ผ Hi-Res.\n\n## โ–ถ๏ธ Quick start\n1. Put the **edit LoRA** in `models/loras/` and keep it active in **๐Ÿงฌ LoRA Loader** (strength 1). [Download](https://huggingface.co/Comfy-Org/MOSS-Image/resolve/main/loras/moss_image_edit_lora_rank_64_bf16.safetensors)\n2. Load your picture in **๐Ÿ–ผ๏ธ Source Image**. It is scaled to 1 MP (keeps aspect), the output has the same size.\n3. Write the change in **โœ… Edit Instruction**.\n4. Queue.\n\n## โœ๏ธ Prompt tips\n- Best phrasing: `Change only the X to Y. Keep the character, face, hair, pose, background and composition unchanged.`\n- One change per run works best. Chain runs for several changes.\n- Say what must stay. Vague prompts (\"make it better\") drift.\n- Colour, outfit, hair, material and style edits are very reliable. For a new scene or season be explicit: `outdoors in a snowy forest at night, snow falling`.\n- Style edits: `Change only the art style to a soft watercolor painting ...`.\n- Keep **edit_format = Moss-Image-Edit** on both encode nodes.\n- Up to 4 references: connect another scaled image to `images.image_1` on **both** encode nodes and say what each picture is for (\"Picture 2 is the outfit\").\n\n## ๐Ÿ”ž SFW / NSFW\n**๐Ÿ”ž NSFW MODE** switches the negative prompt (SFW adds `nsfw, nude, explicit`).\n\n## ๐Ÿง Triggers\n`seesee_elf`, `seesee_kitsune` are not needed for edits; the character comes from the source image.\n\n๐Ÿ“„ Workflow page: [SeeMoss-Genesis-Workflows](https://civitai.red/models/3031981)\n" ], "widgets_values_named": { "text": "# ๐Ÿ–ผ๏ธ SeeMoss-Genesis Image Edit ยท v1.0\n\nEdit an existing picture with a short instruction, using **SeeMoss-Genesis** + the **MOSS-Image Edit LoRA**. The source image goes in as a **reference** (vision + reference latent), the model redraws the same frame and only applies the change you describe: outfit, hair colour, season, art style, props.\n\n**Flow:** Core models โ†’ ๐Ÿงฌ LoRA Loader (edit LoRA) โ†’ ๐Ÿ–ผ๏ธ 03 ยท Load source image + write the edit โ†’ ๐ŸŽจ Base Sampler โ†’ ๐Ÿ’พ Save (Civitai metadata via SeeSee Civitai Metadata) โ†’ optional ๐Ÿ”ผ Hi-Res.\n\n## โ–ถ๏ธ Quick start\n1. Put the **edit LoRA** in `models/loras/` and keep it active in **๐Ÿงฌ LoRA Loader** (strength 1). [Download](https://huggingface.co/Comfy-Org/MOSS-Image/resolve/main/loras/moss_image_edit_lora_rank_64_bf16.safetensors)\n2. Load your picture in **๐Ÿ–ผ๏ธ Source Image**. It is scaled to 1 MP (keeps aspect), the output has the same size.\n3. Write the change in **โœ… Edit Instruction**.\n4. Queue.\n\n## โœ๏ธ Prompt tips\n- Best phrasing: `Change only the X to Y. Keep the character, face, hair, pose, background and composition unchanged.`\n- One change per run works best. Chain runs for several changes.\n- Say what must stay. Vague prompts (\"make it better\") drift.\n- Colour, outfit, hair, material and style edits are very reliable. For a new scene or season be explicit: `outdoors in a snowy forest at night, snow falling`.\n- Style edits: `Change only the art style to a soft watercolor painting ...`.\n- Keep **edit_format = Moss-Image-Edit** on both encode nodes.\n- Up to 4 references: connect another scaled image to `images.image_1` on **both** encode nodes and say what each picture is for (\"Picture 2 is the outfit\").\n\n## ๐Ÿ”ž SFW / NSFW\n**๐Ÿ”ž NSFW MODE** switches the negative prompt (SFW adds `nsfw, nude, explicit`).\n\n## ๐Ÿง Triggers\n`seesee_elf`, `seesee_kitsune` are not needed for edits; the character comes from the source image.\n\n๐Ÿ“„ Workflow page: [SeeMoss-Genesis-Workflows](https://civitai.red/models/3031981)\n" }, "color": "#343A46", "bgcolor": "#48505F" }, { "id": 56, "type": "MarkdownNote", "pos": [ 2450, 630 ], "size": [ 300, 550 ], "flags": {}, "order": 8, "mode": 0, "inputs": [], "outputs": [], "title": "โš™๏ธ Settings ยท Image Edit", "properties": { "cnr_id": "comfy-core", "Node name for S&R": "MarkdownNote" }, "widgets_values": [ "# โš™๏ธ Settings ยท Image Edit\n\n| | ๐ŸŸข Preview (default) | โšก Preview-Turbo |\n|---|---|---|\n| Steps | **25** (25โ€“30) | **8** |\n| CFG | **4** | **1.5** |\n| Shift | 5 | 5 |\n| Sampler / Scheduler | euler / simple | euler / simple |\n| SLG | optional (layer 22) | off |\n| Edit LoRA | 1.0 | 1.0 |\n\n- **CFG 4 on Preview matters**: the negative branch keeps the edit clean. Lower CFG can add stray accessories.\n- **Turbo:** swap the model in ๐Ÿง  Base Model to `moss_anime_turbo_sft_int8_convrot`, 8 steps, CFG 1.5. About 3ร— faster, quality very close.\n- **Resolution:** set by the source image (๐Ÿ“ Scale to 1 MP). Higher MP = slower and the reference costs more VRAM; ~1 MP is the trained size.\n- **Speed:** an edit is slower than text-to-image because the reference is processed every step (RTX 4060 Ti class: ~6 min Preview / ~2 min Turbo at 1 MP).\n- **Hi-Res:** 06/07 work on the edited result like in Ultimate; match steps/CFG to the base.\n" ], "widgets_values_named": { "text": "# โš™๏ธ Settings ยท Image Edit\n\n| | ๐ŸŸข Preview (default) | โšก Preview-Turbo |\n|---|---|---|\n| Steps | **25** (25โ€“30) | **8** |\n| CFG | **4** | **1.5** |\n| Shift | 5 | 5 |\n| Sampler / Scheduler | euler / simple | euler / simple |\n| SLG | optional (layer 22) | off |\n| Edit LoRA | 1.0 | 1.0 |\n\n- **CFG 4 on Preview matters**: the negative branch keeps the edit clean. Lower CFG can add stray accessories.\n- **Turbo:** swap the model in ๐Ÿง  Base Model to `moss_anime_turbo_sft_int8_convrot`, 8 steps, CFG 1.5. About 3ร— faster, quality very close.\n- **Resolution:** set by the source image (๐Ÿ“ Scale to 1 MP). Higher MP = slower and the reference costs more VRAM; ~1 MP is the trained size.\n- **Speed:** an edit is slower than text-to-image because the reference is processed every step (RTX 4060 Ti class: ~6 min Preview / ~2 min Turbo at 1 MP).\n- **Hi-Res:** 06/07 work on the edited result like in Ultimate; match steps/CFG to the base.\n" }, "color": "#343A46", "bgcolor": "#48505F" }, { "id": 310, "type": "Reroute", "pos": [ 3100, -270 ], "size": [ 75, 26 ], "flags": {}, "order": 47, "mode": 0, "inputs": [ { "name": "", "type": "*", "link": 687 } ], "outputs": [ { "name": "", "type": "IMAGE", "links": [ 691 ] } ], "properties": { "showOutputText": false, "horizontal": false }, "color": "#233D58", "bgcolor": "#315578" }, { "id": 311, "type": "Reroute", "pos": [ 3590, -210 ], "size": [ 75, 26 ], "flags": {}, "order": 38, "mode": 0, "inputs": [ { "name": "", "type": "*", "link": 685 } ], "outputs": [ { "name": "", "type": "MODEL", "links": [ 665, 698 ] } ], "properties": { "showOutputText": 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"2x-AnimeSharpV4_RCAN.safetensors" ], "widgets_values_named": { "model_name": "2x-AnimeSharpV4_RCAN.safetensors" }, "color": "#5A451F", "bgcolor": "#7A5F2A" }, { "id": 338, "type": "Reroute", "pos": [ -20, -330 ], "size": [ 75, 26 ], "flags": {}, "order": 19, "mode": 0, "inputs": [ { "name": "", "type": "*", "link": 699 } ], "outputs": [ { "name": "", "type": "UPSCALE_MODEL", "links": [ 700 ] } ], "properties": { "showOutputText": false, "horizontal": false }, "color": "#4D3B20", "bgcolor": "#68512C" }, { "id": 341, "type": "MarkdownNote", "pos": [ -1160, 560 ], "size": [ 580, 860 ], "flags": {}, "order": 11, "mode": 0, "inputs": [], "outputs": [], "title": "๐Ÿ“ฅ Model Downloads", "properties": {}, "widgets_values": [ "# ๐Ÿ“ฅ Model Downloads\n\n## SeeMoss-Genesis (this model)\n๐Ÿ‘‰ [SeeMoss-Genesis ยท Preview](https://civitai.red/models/3031179) ยท [Preview-Turbo](https://civitai.red/models/3031179?modelVersionId=3444861)\n\n| Part | File | Folder |\n|---|---|---|\n| **Preview** | `moss_anime_sft_int8_convrot` (~5.4 GB, **default**; also BF16, fp8_scaled, mxfp8, nvfp4, int4_convrot) | `models/diffusion_models/moss_anime/` |\n| **Preview-Turbo** | `moss_anime_turbo_sft_int8_convrot` (same 6 formats) | `models/diffusion_models/moss_anime_turbo/` |\n| **Edit LoRA** | [`moss_image_edit_lora_rank_64_bf16.safetensors`](https://huggingface.co/Comfy-Org/MOSS-Image/resolve/main/loras/moss_image_edit_lora_rank_64_bf16.safetensors) (297 MB, required) | `models/loras/` |\n| **Text Encoder** | [`qwen3.5_9b_w4a8_gptq.safetensors`](https://huggingface.co/Comfy-Org/MOSS-Image/resolve/main/text_encoders/qwen3.5_9b_w4a8_gptq.safetensors) | `models/text_encoders/` |\n| **VAE** | [`flux2-vae_small.safetensors`](https://huggingface.co/Comfy-Org/MOSS-Image/resolve/main/vae/flux2-vae_small.safetensors) | `models/vae/` |\n\nText Encoder and VAE are also separate versions on the model page (version dropdown).\n\n## Upstream\n- Edit LoRA by chinoll: [chinoll/Moss-Image-Edit](https://huggingface.co/chinoll/Moss-Image-Edit) (same weights as the Comfy-Org file)\n- [OpenMOSS/MOSS-Image on GitHub](https://github.com/OpenMOSS/MOSS-Image) ยท [MOSS-Image-SFT](https://huggingface.co/OpenMOSS-Team/MOSS-Image-SFT)\n- [Comfy-Org/MOSS-Image repack](https://huggingface.co/Comfy-Org/MOSS-Image) ยท [ComfyUI MOSS-Image guide](https://docs.comfy.org/tutorials/image/moss-image/moss-image)\n\n## ๐Ÿ”ผ Upscale model (optional)\n[`2x-AnimeSharpV4_RCAN.safetensors`](https://github.com/Kim2091/Kim2091-Models/releases/download/2x-AnimeSharpV4/2x-AnimeSharpV4_RCAN.safetensors) by Kim2091 โ†’ `models/upscale_models/`.\n\nโš ๏ธ Needs **ComfyUI 0.43.0+** (Text Encode MOSS-Image Edit node).\n\n# ๐Ÿงฉ Required Custom Nodes\n\nInstall with [ComfyUI-Manager](https://github.com/Comfy-Org/ComfyUI-Manager) (search the name) or `git clone` into `custom_nodes/`, then restart ComfyUI.\n\n| Pack | Used for |\n|---|---|\n| [SeeSee Civitai Metadata](https://github.com/seesee75-commits/ComfyUI-SeeSee-Civitai-Metadata) | ๐Ÿ’พ save nodes: Civitai-readable metadata in every PNG |\n| [ComfyUI-Lora-Manager](https://github.com/willmiao/ComfyUI-Lora-Manager) | ๐Ÿงฌ LoRA Loader (edit LoRA) + TriggerWord Toggle |\n| [rgthree-comfy](https://github.com/rgthree/rgthree-comfy) | ๐Ÿ”ผ Hi-Res ON / OFF switch, ๐Ÿ” image comparers |\n| [ComfyUI_UltimateSDUpscale](https://github.com/ssitu/ComfyUI_UltimateSDUpscale) | ๐Ÿ”ผ 06 ยท Tiled Upscale |\n| [comfy-image-saver](https://github.com/giriss/comfy-image-saver) | ๐ŸŽฒ Seed Generator |\n\nEverything else is ComfyUI core (MOSS-Image edit, subgraphs). Needs **ComfyUI 0.43.0+**.\n\n๐Ÿ“„ Workflow page: [SeeMoss-Genesis-Workflows](https://civitai.red/models/3031981)\n" ], "widgets_values_named": { "text": "# ๐Ÿ“ฅ Model Downloads\n\n## SeeMoss-Genesis (this model)\n๐Ÿ‘‰ [SeeMoss-Genesis ยท Preview](https://civitai.red/models/3031179) ยท [Preview-Turbo](https://civitai.red/models/3031179?modelVersionId=3444861)\n\n| Part | File | Folder |\n|---|---|---|\n| **Preview** | `moss_anime_sft_int8_convrot` (~5.4 GB, **default**; also BF16, fp8_scaled, mxfp8, nvfp4, int4_convrot) | `models/diffusion_models/moss_anime/` |\n| **Preview-Turbo** | `moss_anime_turbo_sft_int8_convrot` (same 6 formats) | `models/diffusion_models/moss_anime_turbo/` |\n| **Edit LoRA** | [`moss_image_edit_lora_rank_64_bf16.safetensors`](https://huggingface.co/Comfy-Org/MOSS-Image/resolve/main/loras/moss_image_edit_lora_rank_64_bf16.safetensors) (297 MB, required) | `models/loras/` |\n| **Text Encoder** | [`qwen3.5_9b_w4a8_gptq.safetensors`](https://huggingface.co/Comfy-Org/MOSS-Image/resolve/main/text_encoders/qwen3.5_9b_w4a8_gptq.safetensors) | `models/text_encoders/` |\n| **VAE** | [`flux2-vae_small.safetensors`](https://huggingface.co/Comfy-Org/MOSS-Image/resolve/main/vae/flux2-vae_small.safetensors) | `models/vae/` |\n\nText Encoder and VAE are also separate versions on the model page (version dropdown).\n\n## Upstream\n- Edit LoRA by chinoll: [chinoll/Moss-Image-Edit](https://huggingface.co/chinoll/Moss-Image-Edit) (same weights as the Comfy-Org file)\n- [OpenMOSS/MOSS-Image on GitHub](https://github.com/OpenMOSS/MOSS-Image) ยท [MOSS-Image-SFT](https://huggingface.co/OpenMOSS-Team/MOSS-Image-SFT)\n- [Comfy-Org/MOSS-Image repack](https://huggingface.co/Comfy-Org/MOSS-Image) ยท [ComfyUI MOSS-Image guide](https://docs.comfy.org/tutorials/image/moss-image/moss-image)\n\n## ๐Ÿ”ผ Upscale model (optional)\n[`2x-AnimeSharpV4_RCAN.safetensors`](https://github.com/Kim2091/Kim2091-Models/releases/download/2x-AnimeSharpV4/2x-AnimeSharpV4_RCAN.safetensors) by Kim2091 โ†’ `models/upscale_models/`.\n\nโš ๏ธ Needs **ComfyUI 0.43.0+** (Text Encode MOSS-Image Edit node).\n\n# ๐Ÿงฉ Required Custom Nodes\n\nInstall with [ComfyUI-Manager](https://github.com/Comfy-Org/ComfyUI-Manager) (search the name) or `git clone` into `custom_nodes/`, then restart ComfyUI.\n\n| Pack | Used for |\n|---|---|\n| [SeeSee Civitai Metadata](https://github.com/seesee75-commits/ComfyUI-SeeSee-Civitai-Metadata) | ๐Ÿ’พ save nodes: Civitai-readable metadata in every PNG |\n| [ComfyUI-Lora-Manager](https://github.com/willmiao/ComfyUI-Lora-Manager) | ๐Ÿงฌ LoRA Loader (edit LoRA) + TriggerWord Toggle |\n| [rgthree-comfy](https://github.com/rgthree/rgthree-comfy) | ๐Ÿ”ผ Hi-Res ON / OFF switch, ๐Ÿ” image comparers |\n| [ComfyUI_UltimateSDUpscale](https://github.com/ssitu/ComfyUI_UltimateSDUpscale) | ๐Ÿ”ผ 06 ยท Tiled Upscale |\n| [comfy-image-saver](https://github.com/giriss/comfy-image-saver) | ๐ŸŽฒ Seed Generator |\n\nEverything else is ComfyUI core (MOSS-Image edit, subgraphs). Needs **ComfyUI 0.43.0+**.\n\n๐Ÿ“„ Workflow page: [SeeMoss-Genesis-Workflows](https://civitai.red/models/3031981)\n" }, "color": "#432", "bgcolor": "#653" }, { "id": 342, "type": "MarkdownNote", "pos": [ 4600, 30 ], "size": [ 330, 360 ], "flags": {}, "order": 12, "mode": 0, "inputs": [], "outputs": [], "title": "๐Ÿ”ผ Hi-Res ยท How to use", "properties": {}, "widgets_values": [ "# ๐Ÿ”ผ Hi-Res Options\n\nTurn both on/off with **๐Ÿ”ผ Hi-Res Pipeline ON / OFF**. Uses the upscale model from **๐Ÿงฉ Hi-Res Model**.\n\n## 06 ยท Tiled Upscale\nUltimate SD Upscale on the decoded base image: model upscale ร—1.5, then tile-by-tile resampling (denoise 0.3). Best for big sizes with low VRAM.\n\n## 07 ยท Detail Refiner\nWorks in **latent space**: the base latent goes through **๐Ÿ”ผ Upscale Latent By** (inside **๐Ÿ”ฌ Detail Refiner Setup**), then gets resampled by **๐Ÿ”ฌ Refiner Sampler**.\n- **Latent Upscale ร—:** 1.5 (1.25โ€“2)\n- **Hi-Res Denoise:** 0.45โ€“0.6 (latent upscale needs more denoise than pixel upscale; too low = blurry)\n- **Hi-Res Steps / CFG:** match the base (Edit: Preview 25 / 4, Turbo 8 / 1.5)\n\nCompare nodes show base vs result side by side." ], "widgets_values_named": { "text": "# ๐Ÿ”ผ Hi-Res Options\n\nTurn both on/off with **๐Ÿ”ผ Hi-Res Pipeline ON / OFF**. Uses the upscale model from **๐Ÿงฉ Hi-Res Model**.\n\n## 06 ยท Tiled Upscale\nUltimate SD Upscale on the decoded base image: model upscale ร—1.5, then tile-by-tile resampling (denoise 0.3). Best for big sizes with low VRAM.\n\n## 07 ยท Detail Refiner\nWorks in **latent space**: the base latent goes through **๐Ÿ”ผ Upscale Latent By** (inside **๐Ÿ”ฌ Detail Refiner Setup**), then gets resampled by **๐Ÿ”ฌ Refiner Sampler**.\n- **Latent Upscale ร—:** 1.5 (1.25โ€“2)\n- **Hi-Res Denoise:** 0.45โ€“0.6 (latent upscale needs more denoise than pixel upscale; too low = blurry)\n- **Hi-Res Steps / CFG:** match the base (Edit: Preview 25 / 4, Turbo 8 / 1.5)\n\nCompare nodes show base vs result side by side." }, "color": "#432", "bgcolor": "#653" }, { "id": 344, "type": "MarkdownNote", "pos": [ -530, 1240 ], "size": [ 450, 240 ], "flags": {}, "order": 13, "mode": 0, "inputs": [], "outputs": [], "title": "๐Ÿง  Core Models ยท Info", "properties": {}, "widgets_values": [ "# ๐Ÿง  01 ยท Core Models\n- **Base Model:** SeeMoss-Genesis Preview int8 (default) or Preview-Turbo (8 steps / CFG 1.5).\n- **Text Encoder:** Qwen3.5 9B, CLIP type **moss_image**.\n- **VAE:** FLUX.2 small (also encodes the reference image).\n- **๐Ÿ“ Shift 5** โ†’ **SLG** โ†’ **SLG ON / OFF** (true = on).\n- **๐Ÿงฌ 02 ยท LoRA Loader:** must contain the **edit LoRA** (strength 1). Extra style LoRAs are possible but can weaken the edit." ], "widgets_values_named": { "text": "# ๐Ÿง  01 ยท Core Models\n- **Base Model:** SeeMoss-Genesis Preview int8 (default) or Preview-Turbo (8 steps / CFG 1.5).\n- **Text Encoder:** Qwen3.5 9B, CLIP type **moss_image**.\n- **VAE:** FLUX.2 small (also encodes the reference image).\n- **๐Ÿ“ Shift 5** โ†’ **SLG** โ†’ **SLG ON / OFF** (true = on).\n- **๐Ÿงฌ 02 ยท LoRA Loader:** must contain the **edit LoRA** (strength 1). Extra style LoRAs are possible but can weaken the edit." }, "color": "#432", "bgcolor": "#653" }, { "id": 345, "type": "Reroute", "pos": [ 1410, -390 ], "size": [ 75, 26 ], "flags": {}, "order": 29, "mode": 0, "inputs": [ { "name": "", "type": "*", "link": 755 } ], "outputs": [ { "name": "", "type": "LATENT", "links": [ 708 ] } ], "properties": { "showOutputText": false, "horizontal": false }, "color": "#323", "bgcolor": "#535" }, { "id": 346, "type": "Reroute", "pos": [ 2650, -390 ], "size": [ 75, 26 ], "flags": {}, "order": 34, "mode": 0, "inputs": [ { "name": "", "type": "*", "link": 708 } ], "outputs": [ { "name": "", "type": "LATENT", "links": [ 756 ] } ], "properties": { "showOutputText": false, "horizontal": false }, "color": "#323", "bgcolor": "#535" }, { "id": 347, "type": "Lora Loader (LoraManager)", "pos": [ -20, 100 ], "size": [ 620, 670 ], "flags": {}, "order": 28, "mode": 0, "inputs": [ { "localized_name": "model", "name": "model", "type": "MODEL", "link": 710 }, { "localized_name": "text", "name": "text", "type": "AUTOCOMPLETE_TEXT_LORAS", "widget": { "name": "text" }, "link": null }, { "localized_name": "loras", "name": "loras", "type": "LORAS", "widget": { "name": "loras" }, "link": null }, { "name": "clip", "shape": 7, "type": "CLIP", "link": 712 }, { "name": "lora_stack", "shape": 7, "type": "LORA_STACK", "link": null } ], "outputs": [ { "localized_name": "MODEL", "name": "MODEL", "type": "MODEL", "links": [ 711 ] }, { "localized_name": "CLIP", "name": "CLIP", "type": "CLIP", "links": [ 757, 758 ] }, { "localized_name": "trigger_words", "name": "trigger_words", "type": "STRING", "links": [ 716 ] }, { "localized_name": "loaded_loras", "name": "loaded_loras", "type": "STRING", "links": null } ], "properties": { "cnr_id": "comfyui-lora-manager", "ver": "0.1.2", "Node name for S&R": "Lora Loader (LoraManager)", "__lm_widget_ids": [ "__lm_autocomplete_meta_text", "text", "loras" ] }, "widgets_values": [ { "version": 1, "textWidgetName": "text" }, "", [ { "name": "moss_image_edit_lora_rank_64_bf16", "strength": 1, "active": true, "expanded": false, "clipStrength": 1, "selected": false, "locked": false } ] ], "widgets_values_named": { "__lm_autocomplete_meta_text": { "version": 1, "textWidgetName": "text" }, "text": "", "loras": [ { "name": "moss_image_edit_lora_rank_64_bf16", "strength": 1, "active": true, "expanded": false, "clipStrength": 1, "selected": false, "locked": false } ] }, "color": "#2a363b", "bgcolor": "#3f5159" }, { "id": 349, "type": "TriggerWord Toggle (LoraManager)", "pos": [ -10, 830 ], "size": [ 600, 290 ], "flags": {}, "order": 33, "mode": 0, "inputs": [ { "localized_name": "group_mode", "name": "group_mode", "type": "BOOLEAN", "widget": { "name": "group_mode" }, "link": null }, { "localized_name": "default_active", "name": "default_active", "type": "BOOLEAN", "widget": { "name": "default_active" }, "link": null }, { "localized_name": "allow_strength_adjustment", "name": "allow_strength_adjustment", "type": "BOOLEAN", "widget": { "name": "allow_strength_adjustment" }, "link": null }, { "name": "trigger_words", "shape": 7, "type": "string", "link": 716 } ], "outputs": [ { "localized_name": "filtered_trigger_words", "name": "filtered_trigger_words", "type": "STRING", "links": null } ], "properties": { "cnr_id": "comfyui-lora-manager", "ver": "0.1.2", "Node name for S&R": "TriggerWord Toggle (LoraManager)" }, "widgets_values": [ true, true, false, [], "" ], "widgets_values_named": { "group_mode": true, "default_active": true, "allow_strength_adjustment": false, "toggle_trigger_words": [], "orinalMessage": "" }, "color": "#2a363b", "bgcolor": "#3f5159" }, { "id": 351, "type": "LoadImage", "pos": [ 660, 80 ], "size": [ 370, 730 ], "flags": {}, "order": 14, "mode": 0, "inputs": [ { "localized_name": "image", "name": "image", "type": "COMBO", "widget": { "name": "image" }, "link": null }, { "localized_name": "choose file to upload", "name": "upload", "type": "IMAGEUPLOAD", "widget": { "name": "upload" }, "link": null } ], "outputs": [ { "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE", "links": [ 717 ] }, { "localized_name": "MASK", "name": "MASK", "type": "MASK", "links": [] } ], "title": "๐Ÿ–ผ๏ธ Source Image (Reference 1)", "properties": { "cnr_id": "comfy-core", "ver": "0.44.0", "Node name for S&R": "LoadImage" }, "widgets_values": [ "edit_src_crystal.png", "image" ], "widgets_values_named": { "image": "edit_src_crystal.png", "upload": "image" }, "color": "#2E5E5A", "bgcolor": "#3F7D78" }, { "id": 352, "type": "ImageScaleToTotalPixels", "pos": [ 1050, 80 ], "size": [ 300, 130 ], "flags": {}, "order": 20, "mode": 0, "inputs": [ { "localized_name": "image", "name": "image", "type": "IMAGE", "link": 717 }, { "localized_name": "upscale_method", "name": "upscale_method", "type": "COMBO", "widget": { "name": "upscale_method" }, "link": null }, { "localized_name": "megapixels", "name": "megapixels", "type": "FLOAT", "widget": { "name": "megapixels" }, "link": null }, { "localized_name": "resolution_steps", "name": "resolution_steps", "type": "INT", "widget": { "name": "resolution_steps" }, "link": null } ], "outputs": [ { "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE", "links": [ 718, 722, 725 ] } ], "title": "๐Ÿ“ Scale to 1 MP (16 px)", "properties": { "cnr_id": "comfy-core", "ver": "0.44.0", "Node name for S&R": "ImageScaleToTotalPixels" }, "widgets_values": [ "lanczos", 1, 16 ], "widgets_values_named": { "upscale_method": "lanczos", "megapixels": 1, "resolution_steps": 16 }, "color": "#2E5E5A", "bgcolor": "#3F7D78" }, { "id": 353, "type": "GetImageSize", "pos": [ 1050, 260 ], "size": [ 300, 110 ], "flags": {}, "order": 24, "mode": 0, "inputs": [ { "localized_name": "image", "name": "image", "type": "IMAGE", "link": 718 } ], "outputs": [ { "localized_name": "width", "name": "width", "type": "INT", "links": [ 719 ] }, { "localized_name": "height", "name": "height", "type": "INT", "links": [ 720 ] }, { "localized_name": "batch_size", "name": "batch_size", "type": "INT", "links": [] } ], "title": "๐Ÿ“ Image Size", "properties": { "cnr_id": "comfy-core", "ver": "0.44.0", "Node name for S&R": "GetImageSize" }, "color": "#2E5E5A", "bgcolor": "#3F7D78" }, { "id": 354, "type": "EmptyFlux2LatentImage", "pos": [ 1050, 420 ], "size": [ 300, 110 ], "flags": {}, "order": 27, "mode": 0, "inputs": [ { "localized_name": "width", "name": "width", "type": "INT", "widget": { "name": "width" }, "link": 719 }, { "localized_name": "height", "name": "height", "type": "INT", "widget": { "name": "height" }, "link": 720 }, { "localized_name": "batch_size", "name": "batch_size", "type": "INT", "widget": { "name": "batch_size" }, "link": null } ], "outputs": [ { "localized_name": "LATENT", "name": "LATENT", "type": "LATENT", "links": [ 755 ] } ], "title": "๐ŸŸช Edit Latent ยท source size", "properties": { "cnr_id": "comfy-core", "ver": "0.44.0", "Node name for S&R": "EmptyFlux2LatentImage" }, "widgets_values": [ 1024, 1024, 1 ], "widgets_values_named": { "width": 1024, "height": 1024, "batch_size": 1 }, "color": "#2E5E5A", "bgcolor": "#3F7D78" }, { "id": 357, "type": "TextEncodeMOSSImageEdit", "pos": [ 1410, 80 ], "size": [ 340, 340 ], "flags": {}, "order": 31, "mode": 0, "inputs": [ { "localized_name": "clip", "name": "clip", "type": "CLIP", "link": 757 }, { "localized_name": "image_0", "name": "images.image_0", "type": "IMAGE", "link": 722 }, { "localized_name": "image_1", "name": "images.image_1", "shape": 7, "type": "IMAGE", "link": null }, { "localized_name": "vae", "name": "vae", "shape": 7, "type": "VAE", "link": 723 }, { "localized_name": "prompt", "name": "prompt", "type": "STRING", "widget": { "name": "prompt" }, "link": null }, { "localized_name": "edit_format", "name": "edit_format", "type": "COMBO", "widget": { "name": "edit_format" }, "link": null }, { "localized_name": "image_strength", "name": "image_strength", "type": "FLOAT", "widget": { "name": "image_strength" }, "link": null } ], "outputs": [ { "localized_name": "CONDITIONING", "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 752 ] } ], "title": "โœ… Edit Instruction ยท positive", "properties": { "cnr_id": "comfy-core", "ver": "0.44.0", "Node name for S&R": "TextEncodeMOSSImageEdit" }, "widgets_values": [ "Change only the black outfit to a white and gold priestess outfit. Keep the character, face, hair, pose, background and composition unchanged.", "Moss-Image-Edit", 1 ], "widgets_values_named": { "prompt": "Change only the black outfit to a white and gold priestess outfit. Keep the character, face, hair, pose, background and composition unchanged.", "edit_format": "Moss-Image-Edit", "image_strength": 1 }, "color": "#244A3F", "bgcolor": "#326556" }, { "id": 358, "type": "TextEncodeMOSSImageEdit", "pos": [ 1770, 200 ], "size": [ 400, 197.99998893277632 ], "flags": {}, "order": 32, "mode": 0, "inputs": [ { "localized_name": "clip", "name": "clip", "type": "CLIP", "link": 758 }, { "localized_name": "image_0", "name": "images.image_0", "type": "IMAGE", "link": 725 }, { "localized_name": "image_1", "name": "images.image_1", "shape": 7, "type": "IMAGE", "link": null }, { "localized_name": "vae", "name": "vae", "shape": 7, "type": "VAE", "link": 726 }, { "localized_name": "prompt", "name": "prompt", "type": "STRING", "widget": { "name": "prompt" }, "link": 750 }, { "localized_name": "edit_format", "name": "edit_format", "type": "COMBO", "widget": { "name": "edit_format" }, "link": null }, { "localized_name": "image_strength", "name": "image_strength", "type": "FLOAT", "widget": { "name": "image_strength" }, "link": null } ], "outputs": [ { "localized_name": "CONDITIONING", "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 751 ] } ], "title": "โ›” Edit Negative", "properties": { "cnr_id": "comfy-core", "ver": "0.44.0", "Node name for S&R": "TextEncodeMOSSImageEdit" }, "widgets_values": [ "", "Moss-Image-Edit", 1 ], "widgets_values_named": { "prompt": "", "edit_format": "Moss-Image-Edit", "image_strength": 1 }, "color": "#322", "bgcolor": "#533" }, { "id": 359, "type": "MarkdownNote", "pos": [ 650, 890 ], "size": [ 620, 420 ], "flags": {}, "order": 15, "mode": 0, "inputs": [], "outputs": [], "title": "๐Ÿ–ผ๏ธ Image Edit ยท How to use", "properties": { "cnr_id": "comfy-core", "Node name for S&R": "MarkdownNote" }, "widgets_values": [ "# ๐Ÿ–ผ๏ธ 03 ยท Image Edit\n\n1. **๐Ÿ–ผ๏ธ Source Image:** the picture to edit (any size; scaled to 1 MP, 16 px steps).\n2. **โœ… Edit Instruction:** describe only the change.\n3. **โ›” Edit Negative:** gets the SFW/NSFW negative automatically; it sees the same reference.\n4. **๐ŸŸช Edit Latent** takes the source size, so the output matches the input.\n\n**Prompt pattern:** `Change only the X to Y. Keep the character, face, hair, pose, background and composition unchanged.`\n\nExamples:\n- `Change only the black outfit to a white and gold priestess outfit. ...`\n- `Change only the hair colour to deep crimson red. ...`\n- `Change only the art style to a soft watercolor painting. ...`\n\nNeeds the [edit LoRA](https://huggingface.co/Comfy-Org/MOSS-Image/resolve/main/loras/moss_image_edit_lora_rank_64_bf16.safetensors) active in ๐Ÿงฌ LoRA Loader.\n" ], "widgets_values_named": { "text": "# ๐Ÿ–ผ๏ธ 03 ยท Image Edit\n\n1. **๐Ÿ–ผ๏ธ Source Image:** the picture to edit (any size; scaled to 1 MP, 16 px steps).\n2. **โœ… Edit Instruction:** describe only the change.\n3. **โ›” Edit Negative:** gets the SFW/NSFW negative automatically; it sees the same reference.\n4. **๐ŸŸช Edit Latent** takes the source size, so the output matches the input.\n\n**Prompt pattern:** `Change only the X to Y. 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