⚡ 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 | 中文说明


📖 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

  1. Basic T2I: Connect MODEL, CLIP, and VAE from your loader. Select a size from the Size Helper and run.
  2. Dual-Sampling (I2I): Connect the Latent, Model, VAE, and Conditioning outputs of your first Binyuan Sampler directly to the inputs of a second one. Set Denoise to 0.4-0.6 for high-res refinement.
  3. External Ref: Connect any image to image_ref_1 for instant Image-to-Image workflows without extra VAE Encode nodes.

🛠️ Installation

  1. Open your terminal in ComfyUI/custom_nodes.
  2. Run: git clone https://huggingface.co/yjitiu/ComfyUI-Binyuan-Sampler
  3. Restart ComfyUI.
  4. 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

  1. 基础文生图:连接加载器的 模型CLIPVAE。从尺寸助手选择比例后即可出图。
  2. 双采样接力:支持无限串联。将第一个节点的 Latent模型VAE条件 输出直接连到第二个节点的对应输入,设置 重绘强度0.4-0.6 即可实现高清精修。
  3. 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

  1. 进入 ComfyUI 的 custom_nodes 文件夹。
  2. 在地址栏输入 cmd 打开终端,运行: git clone https://huggingface.co/yjitiu/ComfyUI-Binyuan-Sampler
  3. 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!

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