ComfyUI Node
Latent Transform Sampler 🔄
Applies N transformations at distributed intervals during sampling
Latent Transform Sampler 🔄
- model
- positive
- negative
- latent_image
- samples
◄seed0►
◄steps20►
◄cfg8.0►
◄sampler_name▾►
◄scheduler▾►
◄denoise1.00►
◄transform_count3►
◄transform_typeshift►
◄distributionmanual►
◄shift_pixels_x128►
◄shift_pixels_y0►
◄min_spacing2►
◄transform_strength1.0►
◄accumulate_shiftsfalse►
◄reverse_on_second_halffalse►
◄transform_sequenceshift,mirror_h,rotate_90_cw►
◄manual_steps3,6,9►
◄debug_modetrue►
Categorysampling/transform
Inputs (22)
| Name | Type | Default | Description |
|---|---|---|---|
| model | MODEL | — | |
| positive | CONDITIONING | — | |
| negative | CONDITIONING | — | |
| latent_image | LATENT | — | |
| seed | INT | 00–18446744073709550000 | — |
| steps | INT | 201–10000 | — |
| cfg | FLOAT | 8.00–100 | — |
| 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 | 1.000–1 | — |
| transform_count | INT | 30–20 | Number of transformations to apply (0 = disabled) |
| transform_type | COMBO | shift | Type of transformation to apply |
| distribution | COMBO | manual | How to distribute transforms across steps |
| shift_pixels_x | INT | 128-512–512 | Horizontal shift in pixels (for shift transform) |
| shift_pixels_y | INT | 0-512–512 | Vertical shift in pixels (for shift transform) |
| min_spacing | INT | 21–10 | Minimum steps between transforms |
| transform_strength | FLOAT | 1.00–1 | Strength of transformation (for gradual effects) |
| accumulate_shifts | BOOLEAN | false | Whether shifts should accumulate or reset each time |
| reverse_on_second_half | BOOLEAN | false | Reverse transformations in the second half |
| transform_sequenceopt | STRING | shift,mirror_h,rotate_90_cw | Comma-separated sequence (if type='sequence') |
| manual_stepsopt | STRING | 3,6,9 | Comma-separated step numbers (if distribution='manual') |
| debug_modeopt | BOOLEAN | true | Print debug information to console |
Outputs (1)
| Name | Type | Description |
|---|---|---|
| samples | LATENT | — |