ComfyUI Node
KSampler (Complex)
A ComfyUI node in Fams/Samplers with 37 inputs and 3 outputs.
KSampler (Complex)
- latent_image
- structure_model
- structure_positive
- structure_negative
- style_model
- style_positive
- style_negative
- specifics_model
- specifics_positive
- specifics_negative
- FINAL_LATENT
- STYLIZED_LATENT
- STRUCTURAL_LATENT
◄structure_noise_seed0►
◄structure_steps7►
◄structure_cfg7.00►
◄structure_sampler_name▾►
◄structure_scheduler▾►
◄style_noise_seed0►
◄style_steps7►
◄style_cfg7.00►
◄style_sampler_name▾►
◄style_scheduler▾►
◄specifics_noise_seed0►
◄specifics_steps7►
◄specifics_cfg7.00►
◄specifics_sampler_name▾►
◄specifics_scheduler▾►
◄share_seedfalse►
◄share_cfgfalse►
◄share_sampler_namefalse►
◄share_schedulerfalse►
◄generation_strategy▾►
◄pass_overlap0►
◄preview_structurefalse►
◄low_res_hackfalse►
◄lrh_factor0.70►
◄hi_res_fixfalse►
◄hrf_factor1.5►
◄hrf_method▾►
CategoryFams/Samplers
Inputs (37)
| Name | Type | Default | Description |
|---|---|---|---|
| latent_image | LATENT | — | |
| structure_model | MODEL | — | |
| structure_noise_seed | INT | 00–18446744073709550000 | — |
| structure_steps | INT | 71–10000 | — |
| structure_cfg | FLOAT | 7.000–100 | — |
| structure_sampler_name | COMBO | 44 options: euler, euler_cfg_pp, euler_ancestral, euler_ancestral_cfg_pp, heun, heunpp2, +38 | |
| structure_scheduler | COMBO | 9 options: simple, sgm_uniform, karras, exponential, ddim_uniform, beta, +3 | |
| structure_positive | CONDITIONING | — | |
| structure_negative | CONDITIONING | — | |
| style_noise_seed | INT | 00–18446744073709550000 | — |
| style_steps | INT | 70–10000 | — |
| style_cfg | FLOAT | 7.000–100 | — |
| style_sampler_name | COMBO | 44 options: euler, euler_cfg_pp, euler_ancestral, euler_ancestral_cfg_pp, heun, heunpp2, +38 | |
| style_scheduler | COMBO | 9 options: simple, sgm_uniform, karras, exponential, ddim_uniform, beta, +3 | |
| specifics_noise_seed | INT | 00–18446744073709550000 | — |
| specifics_steps | INT | 70–10000 | — |
| specifics_cfg | FLOAT | 7.000–100 | — |
| specifics_sampler_name | COMBO | 44 options: euler, euler_cfg_pp, euler_ancestral, euler_ancestral_cfg_pp, heun, heunpp2, +38 | |
| specifics_scheduler | COMBO | 9 options: simple, sgm_uniform, karras, exponential, ddim_uniform, beta, +3 | |
| share_seed | BOOLEAN | false | Only use the seed defined in the Structure section. |
| share_cfg | BOOLEAN | false | Only use the CFG value defined in the Structure section. |
| share_sampler_name | BOOLEAN | false | Only use the sampler defined in the Structure section. |
| share_scheduler | BOOLEAN | false | Only use the scheduler defined in the Structure section. |
| generation_strategy | COMBO | 3 options: total_pass, cumulative_pass, individual_pass | |
| pass_overlap | INT | 00–5 | — |
| preview_structure | BOOLEAN | false | Only generate the structure pass, to get a preview of the composition and a sense of the colors. |
| low_res_hack | BOOLEAN | false | Some models produce better compositions with smaller latents, this shrinks the latent for the first pass to lock that smaller composition in, and then restores the original size for the rest of the generation. |
| lrh_factor | FLOAT | 0.700.05–0.95 | — |
| hi_res_fix | BOOLEAN | false | Increase the size of the latent mid-generation to ultimate generate a larger image with more detail. |
| hrf_factor | FLOAT | 1.51–8 | Higher values tend to overcook the image, pick more conservative sampler/scheduler pairs or lower the guidance for the latter passes. |
| hrf_method | COMBO | double: The latent is upscaled two times, once before the style pass and again before the specifics pass to reach the desired factor. single_early: The latent is upscaled only once, right before the style pass. single_late: The latent is upscaled only once, right before the specifics pass. | |
| style_modelopt | MODEL | — | |
| style_positiveopt | CONDITIONING | — | |
| style_negativeopt | CONDITIONING | — | |
| specifics_modelopt | MODEL | — | |
| specifics_positiveopt | CONDITIONING | — | |
| specifics_negativeopt | CONDITIONING | — |
Outputs (3)
| Name | Type | Description |
|---|---|---|
| FINAL_LATENT | LATENT | — |
| STYLIZED_LATENT | LATENT | — |
| STRUCTURAL_LATENT | LATENT | — |