Text Encoder Inspector (Qwen3-4B)

Qwen3_4BTextEncoderInspector

Analyzes Qwen3-4B text encoder layers. ⚡ QUICK MODE (default): Fast, low VRAM - Captures activation magnitudes per layer - Shows which layers respond strongest to your prompt ⚠️ ABLATION MODE: Slow, HIGH VRAM (3x model size!) - Tests what happens when each region is weakened - Gives precise importance scores Use QUICK mode first, then ABLATION if needed.

Pack: Realtime LoRA Trainer

custom_nodes.comfyUI-Realtime-Lora

Inputs (4)

Name	Type	Required
clip	CLIP	required
prompt	STRING	required
analysis_mode	COMBO	required
ablation_strength	FLOAT	required

Outputs (2)

Name	Type
report	STRING
json_data	STRING