diff --git a/changelog/index.mdx b/changelog/index.mdx index 687a2129..ca3a706a 100644 --- a/changelog/index.mdx +++ b/changelog/index.mdx @@ -4,6 +4,50 @@ description: "Track ComfyUI's latest features, improvements, and bug fixes" icon: "clock-rotate-left" --- + + +**Advanced Sampling & Model Control Enhancements** + +This release delivers significant improvements to sampling algorithms and model control systems, particularly benefiting advanced AI researchers and workflow creators: + +## New Sampling Capabilities +- **TCFG Node**: Enhanced classifier-free guidance control for more nuanced generation control in your workflows +- **ER-SDE Sampler**: Migrated from VE to VP algorithm with new sampler node, providing better numerical stability for complex generation tasks +- **Skip Layer Guidance (SLG)**: Alternative implementation for precise layer-level control during inference, perfect for advanced model steering workflows + +## Enhanced Development Tools +- **Custom Node Management**: New `--whitelist-custom-nodes` argument pairs with `--disable-all-custom-nodes` for precise development control +- **Performance Optimizations**: Dual CFG node now optimizes automatically when CFG is 1.0, reducing computational overhead +- **GitHub Actions Integration**: Automated release webhook notifications keep developers informed of new updates + +## Image Processing Improvements +- **New Transform Nodes**: Added ImageRotate and ImageFlip nodes for enhanced image manipulation workflows +- **ImageColorToMask Fix**: Corrected mask value returns for more accurate color-based masking operations +- **3D Model Support**: Upload 3D models to custom subfolders for better organization in complex projects + +## Guidance & Conditioning Enhancements +- **PerpNeg Guider**: Updated with improved pre and post-CFG handling plus performance optimizations +- **Latent Conditioning Fix**: Resolved issues with conditioning at index > 0 for multi-step workflows +- **Denoising Steps**: Added denoising step support to several samplers for cleaner outputs + +## Platform Stability +- **PyTorch Compatibility**: Fixed contiguous memory issues with PyTorch nightly builds +- **FP8 Fallback**: Automatic fallback to regular operations when FP8 operations encounter exceptions +- **Audio Processing**: Removed deprecated torchaudio.save function dependencies with warning fixes + +## Model Integration +- **Moonvalley Nodes**: Added native support for Moonvalley model workflows +- **Scheduler Reordering**: Simple scheduler now defaults first for better user experience +- **Template Updates**: Multiple template version updates (0.1.31-0.1.35) for improved custom node development + +## Security & Safety +- **Safe Loading**: Added warnings when loading files unsafely, with documentation noting that checkpoint files are loaded safely by default +- **File Validation**: Enhanced checkpoint loading safety measures for secure workflow execution + +These improvements make ComfyUI more robust for production workflows while expanding creative possibilities for AI artists working with advanced sampling techniques and model control systems. + + + **Enhanced Model Support & Workflow Reliability** diff --git a/zh-CN/changelog/index.mdx b/zh-CN/changelog/index.mdx index aeebbf2f..4715759d 100644 --- a/zh-CN/changelog/index.mdx +++ b/zh-CN/changelog/index.mdx @@ -1,9 +1,52 @@ --- title: "更新日志" -description: "跟踪 ComfyUI 的最新功能、改进和错误修复" +description: "跟踪ComfyUI的最新功能、改进和错误修复" icon: "clock-rotate-left" --- + + +**高级采样和模型控制增强** + +此版本在采样算法和模型控制系统方面提供了重大改进，特别有利于高级AI研究人员和工作流创建者： + +## 新采样功能 +- **TCFG节点**：增强的分类器无关引导控制，为您的工作流提供更细致的生成控制 +- **ER-SDE采样器**：从VE迁移到VP算法，配备新的采样器节点，为复杂生成任务提供更好的数值稳定性 +- **跳层引导（SLG）**：用于推理期间精确层级控制的替代实现，完美适用于高级模型导向工作流 + +## 增强的开发工具 +- **自定义节点管理**：新的`--whitelist-custom-nodes`参数与`--disable-all-custom-nodes`配对，提供精确的开发控制 +- **性能优化**：双CFG节点现在在CFG为1.0时自动优化，减少计算开销 +- **GitHub Actions集成**：自动化发布webhook通知让开发者及时了解新更新 + +## 图像处理改进 +- **新变换节点**：添加了ImageRotate和ImageFlip节点，增强图像操作工作流 +- **ImageColorToMask修复**：修正了掩码值返回，提供更准确的基于颜色的掩码操作 +- **3D模型支持**：上传3D模型到自定义子文件夹，为复杂项目提供更好的组织 + +## 引导和条件增强 +- **PerpNeg引导器**：更新了改进的前后CFG处理以及性能优化 +- **潜在条件修复**：解决了多步骤工作流中索引 > 0 的条件问题 +- **去噪步骤**：为多个采样器添加去噪步骤支持，获得更清洁的输出 + +## 平台稳定性 +- **PyTorch兼容性**：修复了PyTorch nightly构建的连续内存问题 +- **FP8回退**：当FP8操作遇到异常时自动回退到常规操作 +- **音频处理**：移除了已弃用的torchaudio.save函数依赖并修复警告 + +## 模型集成 +- **Moonvalley节点**：为Moonvalley模型工作流添加原生支持 +- **调度器重新排序**：简单调度器现在默认优先，提供更好的用户体验 +- **模板更新**：多个模板版本更新（0.1.31-0.1.35），改进自定义节点开发 + +## 安全性和安全保护 +- **安全加载**：在不安全加载文件时添加警告，文档说明检查点文件默认安全加载 +- **文件验证**：增强检查点加载安全措施，确保工作流安全执行 + +这些改进使ComfyUI在生产工作流中更加稳健，同时为使用高级采样技术和模型控制系统的AI艺术家扩展了创作可能性。 + + **增强模型支持与工作流可靠性**