SeeMoss-Genesis / workflows /SeeMoss-Genesis-Image-Edit-v1.0.json
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"# 🖼️ SeeMoss-Genesis Image Edit · 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 → 🧬 LoRA Loader (edit LoRA) → 🖼️ 03 · Load source image + write the edit → 🎨 Base Sampler → 💾 Save (Civitai metadata via SeeSee Civitai Metadata) → optional 🔼 Hi-Res.\n\n## ▶️ Quick start\n1. Put the **edit LoRA** in `models/loras/` and keep it active in **🧬 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 **🖼️ Source Image**. It is scaled to 1 MP (keeps aspect), the output has the same size.\n3. Write the change in **✅ Edit Instruction**.\n4. Queue.\n\n## ✍️ 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## 🔞 SFW / NSFW\n**🔞 NSFW MODE** switches the negative prompt (SFW adds `nsfw, nude, explicit`).\n\n## 🧝 Triggers\n`seesee_elf`, `seesee_kitsune` are not needed for edits; the character comes from the source image.\n\n📄 Workflow page: [SeeMoss-Genesis-Workflows](https://civitai.red/models/3031981)\n"
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"text": "# 🖼️ SeeMoss-Genesis Image Edit · 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 → 🧬 LoRA Loader (edit LoRA) → 🖼️ 03 · Load source image + write the edit → 🎨 Base Sampler → 💾 Save (Civitai metadata via SeeSee Civitai Metadata) → optional 🔼 Hi-Res.\n\n## ▶️ Quick start\n1. Put the **edit LoRA** in `models/loras/` and keep it active in **🧬 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 **🖼️ Source Image**. It is scaled to 1 MP (keeps aspect), the output has the same size.\n3. Write the change in **✅ Edit Instruction**.\n4. Queue.\n\n## ✍️ 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## 🔞 SFW / NSFW\n**🔞 NSFW MODE** switches the negative prompt (SFW adds `nsfw, nude, explicit`).\n\n## 🧝 Triggers\n`seesee_elf`, `seesee_kitsune` are not needed for edits; the character comes from the source image.\n\n📄 Workflow page: [SeeMoss-Genesis-Workflows](https://civitai.red/models/3031981)\n"
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"text": "# 📥 Model Downloads\n\n## SeeMoss-Genesis (this model)\n👉 [SeeMoss-Genesis · Preview](https://civitai.red/models/3031179) · [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) · [MOSS-Image-SFT](https://huggingface.co/OpenMOSS-Team/MOSS-Image-SFT)\n- [Comfy-Org/MOSS-Image repack](https://huggingface.co/Comfy-Org/MOSS-Image) · [ComfyUI MOSS-Image guide](https://docs.comfy.org/tutorials/image/moss-image/moss-image)\n\n## 🔼 Upscale model (optional)\n[`2x-AnimeSharpV4_RCAN.safetensors`](https://github.com/Kim2091/Kim2091-Models/releases/download/2x-AnimeSharpV4/2x-AnimeSharpV4_RCAN.safetensors) by Kim2091 → `models/upscale_models/`.\n\n⚠️ Needs **ComfyUI 0.43.0+** (Text Encode MOSS-Image Edit node).\n\n# 🧩 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) | 💾 save nodes: Civitai-readable metadata in every PNG |\n| [ComfyUI-Lora-Manager](https://github.com/willmiao/ComfyUI-Lora-Manager) | 🧬 LoRA Loader (edit LoRA) + TriggerWord Toggle |\n| [rgthree-comfy](https://github.com/rgthree/rgthree-comfy) | 🔼 Hi-Res ON / OFF switch, 🔍 image comparers |\n| [ComfyUI_UltimateSDUpscale](https://github.com/ssitu/ComfyUI_UltimateSDUpscale) | 🔼 06 · Tiled Upscale |\n| [comfy-image-saver](https://github.com/giriss/comfy-image-saver) | 🎲 Seed Generator |\n\nEverything else is ComfyUI core (MOSS-Image edit, subgraphs). Needs **ComfyUI 0.43.0+**.\n\n📄 Workflow page: [SeeMoss-Genesis-Workflows](https://civitai.red/models/3031981)\n"
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