ComfyUI Node
Tiled Upscale & Refine
All-in-one tiled refine/upscale for reference-latent edit models (FLUX.2 klein and similar). Upscales, splits into overlapping tiles, regenerates each tile at full tile resolution, colour-matches it back to the source, and blends everything into one image. Feed it plain CLIPTextEncode conditioning — the per-tile reference latent is attached internally, so no ReferenceLatent/EmptyLatent/KSampler nodes are needed.
Tiled Upscale & Refine
- model
- positive
- negative
- vae
- image
- image
- info
◄upscale_by1.00►
◄tile_size1024►
◄overlap192►
◄feather1.00►
◄seed0►
◄steps4►
◄cfg1.0►
◄sampler_nameeuler►
◄schedulersimple►
◄denoise1.00►
◄sequential_contexttrue►
◄color_match▾►
◄color_match_strength0.80►
◄final_color_matchtrue►
CategoryTiled Upscale
Inputs (19)
| Name | Type | Default | Description |
|---|---|---|---|
| model | MODEL | — | |
| positive | CONDITIONING | — | |
| negative | CONDITIONING | — | |
| vae | VAE | — | |
| image | IMAGE | — | |
| upscale_by | FLOAT | 1.001–8 | — |
| tile_size | INT | 1024256–4096 | — |
| overlap | INT | 1920–2048 | — |
| feather | FLOAT | 1.000–1 | — |
| seed | INT | 00–18446744073709550000 | — |
| steps | INT | 41–10000 | — |
| cfg | FLOAT | 1.00–100 | — |
| sampler_name | COMBO | euler | 44 options: euler, euler_cfg_pp, euler_ancestral, euler_ancestral_cfg_pp, heun, heunpp2, +38 |
| scheduler | COMBO | simple | 9 options: simple, sgm_uniform, karras, exponential, ddim_uniform, beta, +3 |
| denoise | FLOAT | 1.000–1 | — |
| sequential_context | BOOLEAN | true | — |
| color_match | COMBO | 7 options: mkl, hm, reinhard, mvgd, hm-mvgd-hm, hm-mkl-hm, +1 | |
| color_match_strength | FLOAT | 0.800–1 | — |
| final_color_match | BOOLEAN | true | — |
Outputs (2)
| Name | Type | Description |
|---|---|---|
| image | IMAGE | — |
| info | STRING | — |