WildAi
41e8bcc38d
User report: "structure similar to the original raw image, but completely noisy - soft non-uniform patches all over", unchanged since pre-2.9 and across VAEs. Root cause: the corrected doc reference order slerp(eps_pred, eps_random, 0.95) makes the injected eps 99.6% pure random at real scales (per-pixel noise std 1.17 vs signal 1.0; mock correlation with clean signal: 0.65 - structure visible through heavy Gaussian-feathered noise). This is the exact caveat the doc itself flagged for verification against the authors implementation. The ablation only makes sense with lambda as prediction weight. Fix: lambda weights the REFINER PREDICTION - slerp(eps_random, eps_refined, lambda) (noise std 0.07, correlation 0.98); additive legacy mode flipped likewise to eps_refined + (1-lambda)*eps_random. New TestLambdaConvention guards (injected noise < 0.2 vs signal; end-to-end correlation >= 0.95). Formula pins flipped (lambda=1 -> pure prediction). HF bounds recalibrated from measurements (both modes ~0.583 -> >= 0.5). Full repo suite: 1148 passed.
51 lines
1.4 KiB
TOML
51 lines
1.4 KiB
TOML
[project]
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name = "ComfyUI-DyPE"
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description = "DyPE & SEGA & PixelRush & HRDiT. Artifact-free 4K+ image generation. Flux, Nunchaku, Qwen, Z-Image, Anima, Krea-2, SDXL, SD1.5"
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version = "2.9.1"
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requires-python = ">=3.10"
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license = {file = "LICENSE"}
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dependencies = ["torch", "numpy"]
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[project.optional-dependencies]
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test = ["pytest>=7.0", "pytest-cov>=4.0", "tomli>=1.1.0; python_version < '3.11'"]
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[project.urls]
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Repository = "https://github.com/wildminder/ComfyUI-DyPE"
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# Used by Comfy Registry https://comfyregistry.org
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[tool.comfy]
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PublisherId = "wildai"
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DisplayName = "DyPE"
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Icon = "https://raw.githubusercontent.com/wildminder/ComfyUI-DyPE/refs/heads/main/dype-icon.png"
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requires-comfyui = ">=0.28.0"
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[tool.pytest.ini_options]
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testpaths = ["tests"]
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python_files = ["test_*.py"]
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python_classes = ["Test*"]
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python_functions = ["test_*"]
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addopts = "-v --tb=short --import-mode=importlib"
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consider_namespace_packages = true
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pythonpath = ["."]
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markers = [
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"unit: Pure unit test (no ComfyUI dependency)",
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"mock_integration: Mock-based integration test",
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"comfyui_integration: Requires real ComfyUI runtime (--comfyui-real)",
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]
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filterwarnings = [
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"ignore::DeprecationWarning",
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"ignore::PendingDeprecationWarning",
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]
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[tool.ruff]
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target-version = "py310"
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line-length = 120
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src = ["src", "tests"]
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[tool.ruff.lint]
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select = ["E", "F", "W", "I"]
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ignore = ["E501"]
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[tool.ruff.lint.isort]
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known-first-party = ["src"]
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