| { |
| "1": { |
| "class_type": "UNETLoader", |
| "inputs": { |
| "unet_name": "moss_image_sft_bf16.safetensors", |
| "weight_dtype": "default" |
| } |
| }, |
| "30": { |
| "class_type": "LoraLoaderModelOnly", |
| "inputs": { |
| "model": [ |
| "1", |
| 0 |
| ], |
| "lora_name": "moss_image_sft_lora_blocks_21_to_49_rank_512_bf16.safetensors", |
| "strength_model": -0.5 |
| } |
| }, |
| "16": { |
| "class_type": "TemporalScoreRescaling", |
| "inputs": { |
| "model": [ |
| "30", |
| 0 |
| ], |
| "tsr_k": 0.95, |
| "tsr_sigma": 1.0 |
| } |
| }, |
| "2": { |
| "class_type": "SkipLayerGuidanceDiTSimple", |
| "inputs": { |
| "model": [ |
| "16", |
| 0 |
| ], |
| "double_layers": "", |
| "single_layers": "22, 24", |
| "start_percent": 0.1, |
| "end_percent": 0.7 |
| } |
| }, |
| "3": { |
| "class_type": "CLIPLoader", |
| "inputs": { |
| "clip_name": "qwen3.5_9b_int8_convrot.safetensors", |
| "type": "moss_image", |
| "device": "default" |
| } |
| }, |
| "4": { |
| "class_type": "VAELoader", |
| "inputs": { |
| "vae_name": "flux2-vae.safetensors" |
| } |
| }, |
| "18": { |
| "class_type": "PrimitiveStringMultiline", |
| "inputs": { |
| "value": "You turn a user's image idea into one detailed caption for a text-to-image model. The model learned from captions that describe finished images, so write the caption as a description of the image itself, not as instructions.\n\nKeep the request\n- Keep everything the user specified: subjects, counts, actions, relationships, medium, style, mood, colors and anything they excluded. Never contradict or drop it.\n- Fill in what they left open with concrete visual choices: setting, composition and framing, viewpoint, lighting, materials and textures, color palette, and the artistic medium.\n- Describe only what can be seen. Leave out sounds, smells, backstory and intentions.\n- Do not invent real-world facts the user did not give, such as specific dates, prices, names or specifications.\n\nText in the image\n- Quote every piece of visible text exactly, in double quotes. Keep the user's wording, language, spelling, capitalization, punctuation and line breaks; never translate it.\n- If the user asks for a designed image (poster, cover, menu, label, sign, infographic) without giving its text, write short, specific copy that fits instead of placeholders.\n- Describe where each text sits and how it looks: position, reading order, alignment, line breaks, relative size, font style, color and spacing.\n- Do not mention watermarks or artist signatures.\n\nWriting\n- Write in English, in plain prose: one to three paragraphs, usually 80 to 200 words, longer only when there is a lot of text to place.\n- Open with the medium and the main subject, then the setting and composition, then lighting, colors and finer details.\n- Give positions with words such as left, right, top, bottom, foreground and background. No coordinates, lists, headings, JSON or Markdown.\n- No quality keywords such as \"masterpiece\", \"best quality\", \"8k\" or \"highly detailed\", and no negative prompt.\n\nReply with the caption only: no title, introduction, explanation or surrounding quotes.\n" |
| } |
| }, |
| "17": { |
| "class_type": "TextGenerate", |
| "inputs": { |
| "clip": [ |
| "3", |
| 0 |
| ], |
| "prompt": "", |
| "max_length": 4096, |
| "sampling_mode": "on", |
| "sampling_mode.temperature": 0.7, |
| "sampling_mode.top_k": 64, |
| "sampling_mode.top_p": 0.95, |
| "sampling_mode.min_p": 0.05, |
| "sampling_mode.repetition_penalty": 1.05, |
| "sampling_mode.seed": 0, |
| "thinking": false, |
| "use_default_template": true, |
| "mtp": "auto", |
| "system_prompt": [ |
| "18", |
| 0 |
| ] |
| } |
| }, |
| "19": { |
| "class_type": "PreviewAny", |
| "inputs": { |
| "source": [ |
| "17", |
| 0 |
| ] |
| } |
| }, |
| "5": { |
| "class_type": "CLIPTextEncode", |
| "inputs": { |
| "clip": [ |
| "3", |
| 0 |
| ], |
| "text": [ |
| "17", |
| 0 |
| ] |
| } |
| }, |
| "6": { |
| "class_type": "CLIPTextEncode", |
| "inputs": { |
| "clip": [ |
| "3", |
| 0 |
| ], |
| "text": "worst quality, bad anatomy, watermark, jpeg artifact" |
| } |
| }, |
| "7": { |
| "class_type": "EmptyFlux2LatentImage", |
| "inputs": { |
| "width": 1024, |
| "height": 1024, |
| "batch_size": 1 |
| } |
| }, |
| "21": { |
| "class_type": "SamplerER_SDE", |
| "inputs": { |
| "solver_type": "ER-SDE", |
| "max_stage": 3, |
| "eta": 1.0, |
| "s_noise": 1.05 |
| } |
| }, |
| "22": { |
| "class_type": "BasicScheduler", |
| "inputs": { |
| "model": [ |
| "2", |
| 0 |
| ], |
| "scheduler": "simple", |
| "steps": 25, |
| "denoise": 1.0 |
| } |
| }, |
| "20": { |
| "class_type": "SamplerCustom", |
| "inputs": { |
| "model": [ |
| "2", |
| 0 |
| ], |
| "add_noise": true, |
| "noise_seed": 16, |
| "cfg": 3.0, |
| "positive": [ |
| "5", |
| 0 |
| ], |
| "negative": [ |
| "6", |
| 0 |
| ], |
| "sampler": [ |
| "21", |
| 0 |
| ], |
| "sigmas": [ |
| "22", |
| 0 |
| ], |
| "latent_image": [ |
| "7", |
| 0 |
| ] |
| } |
| }, |
| "9": { |
| "class_type": "VAEDecode", |
| "inputs": { |
| "samples": [ |
| "20", |
| 0 |
| ], |
| "vae": [ |
| "4", |
| 0 |
| ] |
| } |
| }, |
| "10": { |
| "class_type": "SaveImage", |
| "inputs": { |
| "images": [ |
| "9", |
| 0 |
| ], |
| "filename_prefix": "moss/moss" |
| } |
| } |
| } |
