ComfyUI Node
VRAM Budget Planner (estimate only)
Estimates VRAM fit from a typed JSON of per-key parameter counts, with regex key filtering and fp32/int8 byte arithmetic. It loads, prunes and quantizes no model; the estimate is only as good as the numbers you enter.
VRAM Budget Planner (estimate only)
- estimated_fits
- planned_keys_json
- memory_estimate
◄state_dict_json{}►
◄prune_keystrue►
◄quantize_mode▾►
◄target_vram_gb8.0►
CategoryParametric/System
Inputs (4)
| Name | Type | Default | Description |
|---|---|---|---|
| state_dict_json | STRING | {} | JSON object mapping state-dict keys to param counts |
| prune_keys | BOOLEAN | true | Prune keys. Default True. |
| quantize_mode | COMBO | Quantize mode. One of 3 choices. | |
| target_vram_gb | FLOAT | 8.00.1–256 | Target vram gb. From 0.1 to 256. Default 8.0. |
Outputs (3)
| Name | Type | Description |
|---|---|---|
| estimated_fits | BOOLEAN | — |
| planned_keys_json | STRING | — |
| memory_estimate | STRING | — |