From 74632b08e84ec88c04f606c827cba11fad8407e2 Mon Sep 17 00:00:00 2001 From: LAOGOU-666 <441059767@qq.com> Date: Wed, 24 Dec 2025 23:11:03 +0800 Subject: [PATCH] update --- README.md | 132 +++++++++++++++++ README_CN.md | 133 ++++++++++++++++++ assets/01.jpg | Bin 0 -> 450239 bytes assets/02.jpg | Bin 0 -> 314563 bytes assets/03.jpg | Bin 0 -> 447017 bytes assets/04.jpg | Bin 0 -> 263071 bytes assets/05.jpg | Bin 0 -> 253672 bytes assets/06.jpg | Bin 0 -> 613451 bytes assets/07.jpg | Bin 0 -> 634631 bytes assets/08.jpg | Bin 0 -> 318165 bytes assets/1.png | Bin 0 -> 112438 bytes example_workflows/detail_injection.json | 1 + .../randomness_enhancer_zimage.json | 1 + py/noise_injection.py | 4 +- py/sampling_offset.py | 2 +- py/sigmas_editor.py | 2 +- py/timestep_noise.py | 2 +- pyproject.toml | 2 +- 18 files changed, 273 insertions(+), 6 deletions(-) create mode 100644 README.md create mode 100644 README_CN.md create mode 100644 assets/01.jpg create mode 100644 assets/02.jpg create mode 100644 assets/03.jpg create mode 100644 assets/04.jpg create mode 100644 assets/05.jpg create mode 100644 assets/06.jpg create mode 100644 assets/07.jpg create mode 100644 assets/08.jpg create mode 100644 assets/1.png create mode 100644 example_workflows/detail_injection.json create mode 100644 example_workflows/randomness_enhancer_zimage.json diff --git a/README.md b/README.md new file mode 100644 index 0000000..18cc944 --- /dev/null +++ b/README.md @@ -0,0 +1,132 @@ +# ComfyUI-LG_SamplingUtils + + + +[中文文档](README_CN.md) | **English** + +--- + +## Overview + +**ComfyUI-LG_SamplingUtils** is a comprehensive toolset designed for ComfyUI by LAOGOU-666, providing a series of practical sampling nodes that make operations more intuitive and convenient. This extension focuses on advanced sampling techniques, particularly optimized for Flow Matching models like ZImage and Lumina2. + +## Features + +This extension includes four powerful nodes: + +### 1. 🎈 ZImage Timestep Noise + +Adds noise perturbation to timesteps during the sampling process to break model homogenization and produce more diverse outputs with different seeds. + +**Key Features:** +- Two modes: `sigma` (traditional diffusion models) and `flow` (Flow Matching models) +- Adjustable noise strength and application range +- Optional mask support for localized effects +- Seed-based reproducibility + +**Parameters:** +- `mode`: Choose between `sigma` (multiplicative noise) or `flow` (additive noise) +- `noise_strength`: Control the intensity of noise (0.0-2.0) +- `seed`: Random seed for reproducibility +- `start_percent` / `end_percent`: Define the sampling range where noise is applied +- `mask` (optional): Limit the effect to specific regions + +### 2. 🎈 LG Noise Injection + +Injects features from a reference image into the generation process through the CFG mechanism, allowing the model to "learn" specific qualities from the reference. + +**Key Features:** +- Inject surface details like water droplets, sweat, textures +- Add material properties and reflections +- Mask support for targeted feature injection +- Strength decay over sampling steps + +**Parameters:** +- `reference_image`: Image containing desired features +- `strength`: Injection strength (0.1-0.2 subtle, 0.2-0.4 noticeable) +- `start_percent` / `end_percent`: Define when feature injection occurs +- `mask` (optional): White areas receive feature injection + +**Variant:** 🎈 **LG Noise Injection (Latent)** - Works directly with latent representations and automatically uses `noise_mask` if present in the latent. + +### 3. Model Sampling ZImage + +Adjusts sampling parameters for ZImage/Lumina2 models. + +**Key Features:** +- Proper timestep scaling for Flow Matching models +- Adjustable noise schedule shift +- Compatible with ZImage, Lumina2, and AuraFlow + +**Parameters:** +- `shift`: Noise schedule shift (default 3.0 for ZImage) + - `shift=1.0`: Linear schedule + - `shift>1.0`: Shifts toward high noise, more aggressive early steps +- `multiplier`: Timestep multiplier (1.0 for ZImage/AuraFlow, 1000 for SD3/Flux) + +### 4. Sigmas Editor 🎚️ + +Interactive visual editor for adjusting the sigmas curve in real-time. + +**Key Features:** +- Drag-and-drop curve editing +- Real-time visualization +- Fine-tune noise schedules for optimal results + +## Examples + +
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