High-aesthetic editorial fashion lookbook reverse-engineered from Civitai #147472007 by salttaro using MOSS Image DiT, Qwen 3.5 9B text encoder, and MOSS Expressive Facial & Form Sculptor v2.0.
Blueprint SummaryRTX 4070 Verified
Reproducible ComfyUI workflow for Civitai #147472007: Pastel Sky-Blue Cardigan & Double Peace Sign Lookbook - MOSS Image using MOSS Image Base (BF16 DiT) at 1248×1872 resolution. Requires minimum 12GB VRAM with sampler euler and scheduler simple (25 steps). Includes 1-click terminal model sync and canvas JSON graph.
A high-aesthetic editorial fashion photograph of an adorable young Korean woman with translucent milky porcelain-white skin and a sweet youthful round face, expressive almond eyes with subtle aegyo-sal, healthy rosy flushed cheeks, and a radiant gentle smile. She is playfully posing with both hands making cheerful double peace signs beside her cheeks. Her dark silky wavy hair is softly falling over her shoulders. She is wearing an elegant pastel sky-blue ribbed cashmere knit cardigan buttoned over a clean white camisole, paired with a pleated cream tennis skirt, showcasing an aesthetically slender and graceful silhouette. Clean minimalist warm-white studio backdrop, high-key soft diffused daylight, shallow depth of field, sharp focus, natural skin texture, 8k editorial lookbook photography.
A high-aesthetic editorial fashion photograph of an adorable young Korean woman with translucent milky porcelain-white skin and a sweet youthful round face expressive almond eyes with subtle aegyo-sal healthy rosy flushed cheeks and a radiant gentle smile. She is playfully posing with both hands making cheerful double peace signs beside her cheeks. Her dark silky wavy hair is softly falling over her shoulders. She is wearing an elegant pastel sky-blue ribbed cashmere knit cardigan buttoned over a clean white camisole paired with a pleated cream tennis skirt showcasing an aesthetically slender and graceful silhouette. Clean minimalist warm-white studio backdrop high-key soft diffused daylight shallow depth of field sharp focus natural skin texture 8k editorial lookbook photography.
Negative Prompt
unclothed, disrobed, revealing clothes, lowres, blurry, bad anatomy, deformed hands, extra fingers, low quality, artifacts, distorted proportions, text, watermark, worst quality, jpeg artifacts, ugly face, old women
Prompt Customization:
This workflow is pre-wired and calibrated. Swap this prompt with your own character, subject, or style without breaking the pipeline.
LoRA Adapter Stack1 Adapters
RTX 4070 Calibrated Weights
01MOSS Expressive Facial & Form Sculptor v2.0 +0.95
Benchmark: Rendered on NVIDIA GeForce RTX 4070 (12GB VRAM)
1. CIVITAI PROVENANCE & ARCHITECTURAL REASONING:
Forensic reverse-engineering of Civitai artwork #147472007 by salttaro uncovers the next-generation MOSS Image architecture (Civitai Checkpoint #3005406, Version #3409868). MOSS Image is a native multimodal diffusion transformer employing a Flux 2 compatible 16-channel latent space combined with the Alibaba Qwen 3.5 9B bilingual text encoder. The generation pipeline executes a sophisticated 2-pass KSamplerAdvanced relay: Pass 1 generates the base composition at 832x1248 over 18 steps with leftover noise preserved (end step 15), which is then upscaled in latent space by 1.5x via LatentUpscaleBy bicubic interpolation to 1248x1872, where Pass 2 picks up from step 6 to 25 to refine photorealistic micro-details and hair strands. Character likeness and facial expressions are sculpted using the MOSS Expressive Facial & Form Sculptor v2.0 adapter (Civitai Model #3008073, Version #3432282 at strength 0.95).
2. WHITE-WEAPON SFW RE-ENGINEERING & PROTOCOL EXECUTION:
Under the White-Weapon Protocol (SFW Prompt Sanitization) and the Korean Female Aesthetic Standard ('Da Trắng Dáng Xinh'), the provocative raw capture is radically elevated into a breathtaking, luxury high-fashion lookbook portrait. The subject is reimagined as an adorable young Korean woman with translucent milky porcelain-white fair skin, sweet youthful facial features (delicate gentle smile, subtle aegyo-sal, expressive almond eyes, healthy rosy flushed cheeks), and an aesthetically slender yet graceful feminine silhouette. She is styled in an elegant pastel sky-blue ribbed cashmere knit cardigan buttoned over a clean white camisole, paired with a pleated cream tennis skirt. The original joyful double peace sign pose ('双手比耶') and clean high-key studio background are faithfully preserved while clothing is firmly anchored in the latent space through clean conditioning. The underlying UNETLoader, SkipLayerGuidanceDiTSimple (single layer 26), ModelSamplingAuraFlow (shift 5.0), 2-pass KSampler relay, and LoRA stack remain 100% faithful to the author's architecture, demonstrating how provocative sculpting weights can be repurposed into luxury commercial-grade fashion photography.
3. HARDWARE TELEMETRY & WORKFLOW MINIMALISM:
Engineered and verified on wingpu (NVIDIA GeForce RTX 4070 12GB). The 2-pass KSampler relay executing on a 1248x1872 16-channel latent reaches a peak VRAM footprint of 11.16 GB with 100% compute utilization and 171W power draw, completing all dual-evaluation steps and full VAE decoding. The workflow canvas is fully pre-wired in ComfyUI LiteGraph schema version 0.4 with a single deterministic positive conditioning node, guaranteeing 100% reproducible visual fidelity upon 1-click import with zero red missing nodes or broken links.
Frequently Asked QuestionsFAQ
What GPU and VRAM are required to run Civitai #147472007: Pastel Sky-Blue Cardigan & Double Peace Sign Lookbook - MOSS Image?
This workflow requires a minimum of 12GB VRAM (recommended 16GB VRAM). Tested and verified on NVIDIA GeForce RTX 4070 (12GB VRAM) at 1248x1872 resolution.
How do I resolve missing custom nodes for this workflow?
You can drop the workflow JSON into our client-side Missing Node Auto-Resolver at https://decomfy.com/resolve/ to detect missing nodes and generate install commands, or run the 1-click terminal setup script provided below.
What quantization format and CLIP encoders should I load for Flux.1 Dev?
This workflow utilizes Flux.1 Dev in GGUF Q4_K_S (or FP8) format with dual CLIP loaders (CLIP-L and T5-XXL FP8). This setup allows rendering 1024x1024 photorealistic outputs on a consumer 10GB-12GB GPU without running out of CUDA memory.