Teuchi (Ichiraku Ramen) - LoRA Training Report (Pony V6 XL)

·         Hardware (GPU): NVIDIA GeForce RTX 5060 Ti (16GB VRAM)

·         Base Model: Pony Diffusion V6 XL

·         Dataset Size: 8 high-quality anime screenshots (Isolated & Cropped)

·         Training Parameters:

o    Dataset Repeats: 75

o    Batch Size: 4

o    Max Train Epochs: 5

o    Total Steps: 750 (150 steps per epoch)

o    Resolution: 1024x1024 (Native Square)

o    Clip Skip: 2

·         Network Config (Size ~430MB):

o    Network Rank (Dimension): 64

o    Network Alpha: 32

·         Optimizations & Solvers:

o    Optimizer: AdamW8bit

o    Gradient Checkpointing: Enabled (VRAM locked at ~10GB for maximum system stability)

o    Precision: fp16 (Mixed Precision)

·         Captioning Style: Clean & Raw dataset (Trigger word + source tags only to avoid clothing/style bleeding)

Kohya_ss