⚡ ComfyUI-Binyuan-Sampler (V3.0 Flagship)
冰源全能采样器 - 终极一体化工作流解决方案
📖 English Version
🌟 Key Features
- Total Integration: A single node that replaces 5-8 standard nodes. Manages Model, CLIP, VAE, LoRA, Latent, and Conditioning outputs in one place.
- Smart Resolution Helper: Built-in presets from 512px up to 2K. Includes aspect ratio labels (16:9, 9:16, etc.) and real-time UI synchronization.
- Universal Architecture Fix: Custom-built logic to prevent resolution doubling or artifacts when using Flux, Lumina2, and ERNIE-Image models.
- Infinite Dynamic LoRA: Add/Remove LoRA slots with a single click. Features independent [Enable/Disable] toggles and precision keyboard weight input.
- Visual Feedback: Real-time colored progress monitoring in the console during model/LoRA loading.
📖 How to Use
- Basic T2I: Connect
MODEL,CLIP, andVAEfrom your loader. Select a size from theSize Helperand run. - Dual-Sampling (I2I): Connect the
Latent,Model,VAE, andConditioningoutputs of your first Binyuan Sampler directly to the inputs of a second one. SetDenoiseto 0.4-0.6 for high-res refinement. - External Ref: Connect any image to
image_ref_1for instant Image-to-Image workflows without extra VAE Encode nodes.
🛠️ Installation
- Open your terminal in
ComfyUI/custom_nodes. - Run:
git clone https://huggingface.co/yjitiu/ComfyUI-Binyuan-Sampler - Restart ComfyUI.
- Note: If upgrading, delete the old node on your canvas and re-add it to refresh the UI.
📖 中文说明
🌟 核心亮点
- 极致集成:一个节点替代原本繁琐的 5-8 个连线节点。集成了模型、CLIP、VAE、LoRA、Latent 及条件输出。
- 智能尺寸助手:内置 512 到 2K 的全量黄金比例预设。支持一键
🔄 宽高对调,数值实时同步 UI。 - 万能架构适配:彻底解决 Flux、Lumina2、百度文心 (ERNIE-Image) 等新架构模型在普通采样器中尺寸翻倍或花屏的顽疾。
- 动态 LoRA 管理:支持点击增加/删除槽位。带独立【开启/禁用】开关,支持键盘输入精确权重(精度达 0.001)。
- 极客视觉反馈:LoRA 加载时控制台带彩色进度条,节点标签全中文汉化,操作零门槛。
📖 使用方法
- 基础文生图:连接加载器的
模型、CLIP和VAE。从尺寸助手选择比例后即可出图。 - 双采样接力:支持无限串联。将第一个节点的
Latent、模型、VAE和条件输出直接连到第二个节点的对应输入,设置重绘强度为 0.4-0.6 即可实现高清精修。 - 外部参考:直接将图像节点连入
参考图_1,节点会自动执行 VAE 编码进入图生图模式。
🛠️ 安装方法
- 进入 ComfyUI 的
custom_nodes文件夹。 - 在地址栏输入
cmd打开终端,运行:git clone https://huggingface.co/yjitiu/ComfyUI-Binyuan-Sampler - 重启 ComfyUI 即可在“Binyuan”分类下找到。
Created with ❤️ by Binyuan. Welcome to give feedback in the Community channel! 欢迎在社区频道反馈建议!