ComfyUI Node
KSampler Batch Advanced (CRT)
A ComfyUI node in CRT/Sampling with 36 inputs and 3 outputs.
KSampler Batch Advanced (CRT)
- model
- vae
- positive
- negative
- latent_image
- image
- images
- comparison_grid
- latents
◄seed0►
◄increment_seedtrue►
◄steps8►
◄cfg1.0►
◄sampler_name▾►
◄scheduler▾►
◄denoise1.00►
◄modeBatch (Parallel)►
◄image_megapixels1.00►
◄edit_model_flux2kleinfalse►
◄reference_modeper_item►
◄enable_vae_decodetrue►
◄create_comparison_gridtrue►
◄save_imagestrue►
◄save_folder_path.\ComfyUI\output►
◄save_subfolder_nameKSAMPLER_BATCH_ADV►
◄save_filename_prefixoutput►
◄stage1_sigma_factor1.005►
◄stage2_sigma_factor0.995►
◄stage1_sigma_start0.300►
◄stage1_sigma_end0.500►
◄stage2_sigma_start0.000►
◄stage2_sigma_end0.700►
◄details_amount_stage10.50►
◄details_amount_stage20.15►
◄enable_noise_injectionenable►
◄injection_point0.50►
◄injection_seed_offset1►
◄injection_strength0.10►
◄normalize_injected_noiseenable►
CategoryCRT/Sampling
Inputs (36)
| Name | Type | Default | Description |
|---|---|---|---|
| model | MODEL | — | |
| vae | VAE | — | |
| positive | CONDITIONING | — | |
| seed | INT | 00–18446744073709550000 | — |
| increment_seed | BOOLEAN | true | Each batch item gets seed+1, seed+2, etc. Disable to use same seed for all. |
| steps | INT | 81–10000 | — |
| cfg | FLOAT | 1.00–100 | — |
| 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 | — |
| mode | COMBO | Batch (Parallel) | 2 options: Batch (Parallel), Sequential |
| image_megapixels | FLOAT | 1.000.1–16 | Target resolution in megapixels. Images are resized (lanczos) preserving aspect ratio. |
| edit_model_flux2klein | BOOLEAN | false | Enable ReferenceLatent-style conditioning for edit/fill models (flux2klein). |
| reference_mode | COMBO | per_item | per_item: each image is its own reference. shared: image[0] is reference for all. |
| enable_vae_decode | BOOLEAN | true | Decode latents to images using the VAE. |
| create_comparison_grid | BOOLEAN | true | Create a horizontal side-by-side comparison grid. |
| save_images | BOOLEAN | true | — |
| save_folder_path | STRING | .\ComfyUI\output | — |
| save_subfolder_name | STRING | KSAMPLER_BATCH_ADV | — |
| save_filename_prefix | STRING | output | — |
| stage1_sigma_factor | FLOAT | 1.0050–100 | — |
| stage2_sigma_factor | FLOAT | 0.9950–100 | — |
| stage1_sigma_start | FLOAT | 0.3000–1 | — |
| stage1_sigma_end | FLOAT | 0.5000–1 | — |
| stage2_sigma_start | FLOAT | 0.0000–1 | — |
| stage2_sigma_end | FLOAT | 0.7000–1 | — |
| details_amount_stage1 | FLOAT | 0.50-5–5 | — |
| details_amount_stage2 | FLOAT | 0.15-5–5 | — |
| enable_noise_injection | COMBO | enable | 2 options: disable, enable |
| injection_point | FLOAT | 0.500–1 | — |
| injection_seed_offset | INT | 1-100–100 | — |
| injection_strength | FLOAT | 0.10-20–20 | — |
| normalize_injected_noise | COMBO | enable | 2 options: enable, disable |
| negativeopt | CONDITIONING | — | |
| latent_imageopt | LATENT | Starting latent. If image is also connected, image takes priority. If neither is connected, a dummy empty latent is auto-generated. | |
| imageopt | IMAGE | Input image batch. Resized to image_megapixels before encoding. In edit_model_flux2klein mode: used as reference latent. |
Outputs (3)
| Name | Type | Description |
|---|---|---|
| images | IMAGE | — |
| comparison_grid | IMAGE | — |
| latents | LATENT | — |