VAE Inspector (Flux 2 Klein — 125 Tensors)

FluxVAEInspector

Analyzes every tensor unit in Flux VAE (125 units). ⚡ WEIGHT ANALYSIS (default): Fast - Weight norms, distributions, max values per tensor unit - Identifies which convs/norms dominate ⚠️ DECODE ABLATION: Slow, needs latent - Weakens each decoder unit individually and decodes - Measures pixel-level + per-channel (R/G/B) impact - Precise importance rankings for color tuning Run weight analysis first, then ablation with a sample latent.

Pack: Realtime LoRA Trainer

custom_nodes.comfyUI-Realtime-Lora

Inputs (4)

Name	Type	Required
vae	VAE	required
analysis_mode	COMBO	required
ablation_strength	FLOAT	required
latent	LATENT	optional

Outputs (2)

Name	Type
report	STRING
json_data	STRING