ComfyUI Node
Model Ablation Analyzer (Heatmap)
この絵のどこにどのブロックが効いてるかを実測する(SDXL専用)。固定ノイズで生成し、ブロックを1つずつ参照モデルに戻して出力の変化量=重要度をヒートマップ化。metric的にはablation。
Model Ablation Analyzer (Heatmap)
- model
- model_ref
- positive
- negative
- latent
- report
- heatmap_json
- baseline_latent
◄granularity▾►
◄seed0►
◄steps1►
◄cfg7.0►
◄sampler_name▾►
◄scheduler▾►
◄denoise0.50►
◄revert_strength1.00►
Categoryadvanced/model_analysis
Inputs (13)
| Name | Type | Default | Description |
|---|---|---|---|
| model | MODEL | — | |
| model_ref | MODEL | — | |
| positive | CONDITIONING | — | |
| negative | CONDITIONING | — | |
| latent | LATENT | — | |
| granularity | COMBO | 2 options: element, block | |
| seed | INT | 00–18446744073709550000 | — |
| steps | INT | 11–50 | 1=最速の感度解析。上げるほど生成に近く正確だが遅い |
| cfg | FLOAT | 7.00–30 | — |
| sampler_name | COMBO | 44 options: euler, euler_cfg_pp, euler_ancestral, euler_ancestral_cfg_pp, heun, heunpp2, +38 | |
| scheduler | COMBO | 9 options: simple, sgm_uniform, karras, exponential, ddim_uniform, beta, +3 | |
| denoise | FLOAT | 0.500.05–1 | 入力潜在にどれだけノイズを乗せて探るか |
| revert_strength | FLOAT | 1.000.1–1 | ブロックを参照モデルへ戻す量(1.0=完全に参照側) |
Outputs (3)
| Name | Type | Description |
|---|---|---|
| report | STRING | — |
| heatmap_json | STRING | — |
| baseline_latent | LATENT | — |