WildAi
04a97d91a9
User: absolute pixel target unintuitive and vague. New param is relative to the input latent: 2 = double each side, 1 = unchanged, 0.5 = half. Semantics: - scale applies PER SIDE (old absolute form over-upscaled the short side of non-square inputs — both sides doubled until the smaller hit the pixel target) - up >1 keeps paper 2x-stage quantization: 1.2-2.0 -> one 2x stage, 4 -> two; final may land above exact scale - scale <1 (0.25-1): single guided refinement stage at the smaller size; reference trajectory bicubic-resized down, walk unchanged - range [0.25, 8] validated at node + core _stage_latent_sizes rewritten (nearest-snap helper split out); cascade + node params renamed; workflow JSON updated; 158 hiflow tests (new: downscale stage, per-side non-square, range, scale-2 single stage); suite 1310 passed / 4 skipped; ruff F,E9 green; v2.13.0.
124 lines
2.0 KiB
JSON
124 lines
2.0 KiB
JSON
{
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"1": {
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"class_type": "UNETLoader",
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"_meta": {
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"title": "Load FLUX"
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}
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},
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"2": {
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"class_type": "DualCLIPLoader",
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"_meta": {
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"title": "Load CLIP (T5 + CLIP-L)"
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}
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},
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"3": {
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"class_type": "VAELoader",
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"_meta": {
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"title": "Load VAE"
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}
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},
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"4": {
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"class_type": "CLIPTextEncode",
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"_meta": {
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"title": "Positive Prompt"
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},
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"inputs": {
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"text": "a serene mountain lake at dawn, mist over the water, photorealistic",
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"clip": [
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"2",
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0
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]
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}
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},
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"5": {
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"class_type": "CLIPTextEncode",
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"_meta": {
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"title": "Negative Prompt"
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},
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"inputs": {
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"text": "",
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"clip": [
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"2",
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0
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]
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}
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},
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"6": {
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"class_type": "EmptySD3LatentImage",
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"_meta": {
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"title": "Base Latent (1024x1024)"
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},
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"inputs": {
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"width": 1024,
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"height": 1024,
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"batch_size": 1
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}
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},
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"7": {
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"class_type": "HiFlow",
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"_meta": {
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"title": "HiFlow \u2014 trajectory-guided 2K upscale"
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},
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"inputs": {
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"model": [
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"1",
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0
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],
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"vae": [
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"3",
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0
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],
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"positive": [
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"4",
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0
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],
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"negative": [
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"5",
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0
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],
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"latent_image": [
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"6",
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0
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],
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"cfg": 3.5,
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"steps": 30,
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"guidance": 4.5,
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"steps_per_stage": 16,
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"tau": 0.6,
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"filter_ratio": 0.2,
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"alpha_scale": 1.0,
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"beta_scale": 0.5,
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"upsampling": "latent",
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"scale_factor": 2.0
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}
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},
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"8": {
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"class_type": "VAEDecode",
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"_meta": {
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"title": "Decode"
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},
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"inputs": {
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"samples": [
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"7",
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0
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],
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"vae": [
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"3",
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0
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]
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}
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},
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"9": {
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"class_type": "SaveImage",
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"_meta": {
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"title": "Save"
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},
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"inputs": {
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"filename_prefix": "HiFlow",
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"images": [
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"8",
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0
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]
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}
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}
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} |