E-Girl Flash Hardwood Snapshot - BloomGirls & Krea 2 Turbo

1. ARCHITECTURAL REASONING & COMPOSITION GEOMETRY: Deconstructs high-angle top-down spatial composition within candid on-camera flash photography. High-angle perspectives typically cause perspective distortion or severe limb foreshortening artifacts in diffusion latents. Chaining BloomGirls UltraRealism (v1.0, trigger bl00m) with Famegrid Natural Realism LoRA stabilizes the face geometry, preventing triangular facial warping while capturing delicate winged eyeliner and micro skin specular reflections. Structured garment anchoring (cropped black leather biker jacket over a silk camisole and pleated skirt) gives clean edge contours against the dark polished hardwood floor, preventing latent collapse without requiring post-hoc inpainting. 2. CABLE ROUTING & SIGNAL TOPOLOGY: Sequential two-stage LoRA injection architecture feeding from Krea 2 Turbo INT8 UNET (krea2_turbo_int8_convrot.safetensors) and Qwen3-VL 4B text encoder (qwen3vl_4b_fp8_scaled.safetensors). The first stage injects BloomGirls (weight 0.8) to establish facial structure and style conditioning; the second stage injects Famegrid (weight 0.7) to inject authentic skin pores and harsh flash shadow gradients. Conditioning flows into a single deterministic positive conditioning node directly connected to KSampler, ensuring 100% WYSIWYG canvas fidelity. Latents decode cleanly through native qwen_image_vae.safetensors. 3. HARDWARE BENCHMARKS & CONSUMER GPU FOOTPRINT: Benchmarked and verified on host NVIDIA GeForce RTX 4070 (12GB VRAM, CUDA 12.4). Peak VRAM usage reached 4.5 GB during the 10-step Euler sampling at 832x1248 resolution. Generation latency completed in 95.7 seconds with zero host RAM offloading, proving full real-time viability on standard 8GB and 12GB consumer graphics cards.