Drop-in LoRA loader with optional per-layer SVD energy trimming (kohya
resize math) and hot-layer taming to reduce artifacts from stacked LoRAs
and turbo/distilled models. Passes through DoRA/tucker/unknown keys and
hands the cleaned state dict to ComfyUI's standard load_lora_for_models.