ComfyUI Node
LoRA Block Profiler
Frobenius norm of the EFFECTIVE weight delta per transformer block. Measures up@down (or the Kronecker product for LoKr), not the stored factors -- LoRA has a free scale, so factor norms alone are meaningless. Read-only; writes nothing.
LoRA Block Profiler
- report
◄lora_name▾►
◄sort_by▾►
◄top_n0►
CategoryLoRA Block Surgeon
Inputs (3)
| Name | Type | Default | Description |
|---|---|---|---|
| lora_name | COMBO | Opened read-only. Never modified. | |
| sort_by | COMBO | 'block' reads as a profile across depth; 'norm' ranks the heaviest blocks first. | |
| top_nopt | INT | 00–512 | 0 shows every block. |
Outputs (1)
| Name | Type | Description |
|---|---|---|
| report | STRING | — |