ComfyUI Node
Latent Upscale then Crop to Tiles (Advanced)
Upscales latents with statistical correction and splits them into overlapping tiles.
Latent Upscale then Crop to Tiles (Advanced)
- latent
- tiled_latents
- full_latent
- original_tiled_latents
- mira_image_tiled_upscaler_pipeline
- mira_itu_pipeline_info
- original_tile_size
- original_width
- original_height
◄scale_factor1.25►
◄upscale_methodbislerp►
◄bislerp_strength0.35►
◄variance_matchingtrue►
◄multi_stagetrue►
◄noise_strength0.00►
◄seed0►
◄tile_size1024►
◄overlap128►
◄overlap_feather_rate2.0►
◄adaptable_tile_sizetrue►
◄adaptable_max_deviation_ratio0.25►
◄adaptable_max_aspect_ratio1.33►
◄pixel_alignment8►
CategoryMira/SubPack/Image Tiled Upscaler
Inputs (15)
| Name | Type | Default | Description |
|---|---|---|---|
| latent | LATENT | Input latent to upscale and tile. | |
| scale_factor | FLOAT | 1.250.5–8 | — |
| upscale_method | COMBO | bislerp | Method for upscaling. 'bislerp' combines nearest-exact and bicubic for best results. |
| bislerp_strength | FLOAT | 0.350–1 | Weight of nearest-exact vs bicubic. Higher is sharper. |
| variance_matching | BOOLEAN | true | Maintains latent distribution to prevent color/contrast drift. |
| multi_stage | BOOLEAN | true | Iterative upscaling for factors > 2.0. |
| noise_strength | FLOAT | 0.000–1 | — |
| seed | INT | 00–18446744073709550000 | — |
| tile_size | INT | 1024512–4096 | — |
| overlap | INT | 12864–256 | — |
| overlap_feather_rate | FLOAT | 2.00.1–4 | Feather width = overlap × rate. rate=2.0 (recommended) for overlap=64 gives feather=128px. |
| adaptable_tile_size | BOOLEAN | true | — |
| adaptable_max_deviation_ratio | FLOAT | 0.25 | — |
| adaptable_max_aspect_ratio | FLOAT | 1.33 | — |
| pixel_alignment | INT | 88–256 | Align tile dimensions to multiples of this value (e.g., 8 SDXL, 16 FLUX.2, 32 Qwen Image). |
Outputs (8)
| Name | Type | Description |
|---|---|---|
| tiled_latents | LATENT | — |
| full_latent | LATENT | — |
| original_tiled_latents | LATENT | — |
| mira_image_tiled_upscaler_pipeline | mira_image_tiled_upscaler_pipeline | — |
| mira_itu_pipeline_info | STRING | — |
| original_tile_size | INT | — |
| original_width | INT | — |
| original_height | INT | — |