### 📊 Sabnock Silvia (Mairimashita! Iruma-kun) - LoRA Training Report (Illustrious-XL)#### 💻 Hardware &amp; Environment* GPU: NVIDIA GeForce RTX 5060 Ti (16GB VRAM)* Training Suite: Kohya_ss GUI (Local deployment)#### 💿 Base Model &amp; Dataset* Base Model: Illustrious-XL v0.1 (Checkpoint)* Dataset Size: 15 high-quality anime screenshots (Manually isolated &amp; cropped)* Dataset Repeats: 40* Aesthetic Style: Bandai Namco Pictures style / Mairimashita! Iruma-kun anime aesthetic (Cel-shading)#### ⚙️ Training Parameters* Batch Size: 4* Max Train Epochs: 3* Total Optimization Steps: 450 (150 steps per epoch)* Resolution: 1024x1024 (Native Square Buckets)* Clip Skip: 2 (Standard Illustrious Layer)#### 📦 Network Config &amp; Size (Standard Fidelity ~217MB)* Network Rank (Dimension): 32* Network Alpha: 16* File Format: .safetensors#### 🧠 Solvers &amp; Optimizations* Optimizer: AdamW8bit (Stable &amp; VRAM efficient)* Gradient Checkpointing: Enabled (VRAM usage locked at a stable ~10GB for maximum system stability)* Mixed Precision: fp16#### 🎯 Recommended Generation Settings (ComfyUI / WebUI)* Best File Version: Epoch 2 (-000002.safetensors) — Reached the optimal convergence point for her spiky hair structure and athletic frame.* LoRA Weight: 0.85 – 1.0* CFG Scale: 5.0 – 5.5* Sampler: euler_ancestral (Euler A) with normal scheduler* Recommended Resolution: 896x1152 (Portrait) or 1024x1024 (Square)#### 🟩 Core Activation Tags (Danbooru Style)* <code>GTML_Sabnock_Silvia, 1girl, solo, teenage, blonde hair, short hair, spiked hair, spiked bangs, athletic appearance, pointy ears, demon ears, sharp teeth</code>* Babyls School Uniform Outfit: <code>japanese school uniform, sailor collar, pink sailor uniform, pink dress, long sleeves, white neckerchief, pleated skirt</code>* Casual Pre-Babyls Outfit: <code>white tank top, tank top, sleeveless shirt, shorts, cut-off shorts</code>

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