diff --git a/changelog/index.mdx b/changelog/index.mdx index ca3a706a..38c488af 100644 --- a/changelog/index.mdx +++ b/changelog/index.mdx @@ -4,6 +4,39 @@ description: "Track ComfyUI's latest features, improvements, and bug fixes" icon: "clock-rotate-left" --- + + +**Performance Optimizations & Core Stability Improvements** + +This release focuses on enhancing ComfyUI's performance and stability for high-throughput workflows and advanced model integrations: + +## Core Performance Enhancements +- **Torch.compile LoRA Compatibility**: Improved LoRA integration with torch.compile for faster inference and better memory efficiency in complex workflows +- **Queue Processing Optimization**: Significantly improved performance when handling large numbers of queued prompts, reducing bottlenecks in batch processing scenarios +- **Server Code Optimization**: Enhanced ComfyUI server performance with comprehensive code optimizations and issue fixes + +## Advanced Model Support +- **VACE Conditioning**: Made VACE conditionings stackable for more flexible multi-layer conditioning workflows +- **Conditioning Set Values**: Added append feature to conditioning_set_values node, enabling dynamic conditioning chains +- **FP8 Compute Support**: New explicit argument to enable FP8 compute support for compatible hardware, improving inference speed + +## Workflow & Node Improvements +- **Timestep Embedding**: Removed blocking call from Chroma timestep embedding for smoother workflow execution +- **3D Model Processing**: Cleaned up 3D model file list by removing MTL files, improving file organization +- **Error Handling**: Better error messages when sageattention is installed but dependencies are missing + +## Frontend & Template Updates +- **Frontend v1.20.5**: Updated to latest frontend version with patch improvements for better user experience +- **Template Updates**: Updated templates to v0.1.18 for enhanced custom node development capabilities + +## Developer Experience +- **New Contributors**: Welcome to new community contributors who helped improve server optimization, templates, and core functionality +- **Enhanced Documentation**: Improved error messages and dependency checking for better development experience + +These improvements make ComfyUI more robust for production workflows while maintaining excellent performance even with complex conditioning chains and large-scale batch processing requirements. + + + **Advanced Sampling & Model Control Enhancements** @@ -93,7 +126,6 @@ These changes enhance the reliability of advanced model workflows while maintain This release significantly expands ComfyUI's model ecosystem support while delivering crucial stability improvements and enhanced hardware compatibility across different platforms. - This release brings powerful new workflow utilities and performance optimizations for ComfyUI creators: diff --git a/zh-CN/changelog/index.mdx b/zh-CN/changelog/index.mdx index 4715759d..25d51b3c 100644 --- a/zh-CN/changelog/index.mdx +++ b/zh-CN/changelog/index.mdx @@ -4,6 +4,38 @@ description: "跟踪ComfyUI的最新功能、改进和错误修复" icon: "clock-rotate-left" --- + + +**性能优化与核心稳定性改进** + +本次发布专注于提升ComfyUI在高吞吐量工作流和高级模型集成方面的性能和稳定性: + +## 核心性能增强 +- **Torch.compile LoRA兼容性**:改进了LoRA与torch.compile的集成,在复杂工作流中实现更快的推理速度和更好的内存效率 +- **队列处理优化**:显著提升了处理大量排队提示的性能,减少了批处理场景中的瓶颈 +- **服务器代码优化**:通过全面的代码优化和问题修复,增强了ComfyUI服务器性能 + +## 高级模型支持 +- **VACE条件化**:使VACE条件化可堆叠,支持更灵活的多层条件化工作流 +- **条件化设置值**:为conditioning_set_values节点添加了追加功能,支持动态条件化链 +- **FP8计算支持**:新增显式参数以启用兼容硬件的FP8计算支持,提升推理速度 + +## 工作流与节点改进 +- **时间步嵌入**:从Chroma时间步嵌入中移除阻塞调用,实现更流畅的工作流执行 +- **3D模型处理**:通过移除MTL文件清理了3D模型文件列表,改善文件组织 +- **错误处理**:在sageattention已安装但依赖项缺失时提供更好的错误信息 + +## 前端与模板更新 +- **前端v1.20.5**:更新至最新前端版本,包含补丁改进以提升用户体验 +- **模板更新**:模板更新至v0.1.18,增强自定义节点开发能力 + +## 开发者体验 +- **新贡献者**:欢迎新的社区贡献者,他们帮助改进了服务器优化、模板和核心功能 +- **增强文档**:改进了错误信息和依赖检查,提供更好的开发体验 + +这些改进使ComfyUI在生产工作流中更加稳健,即使面对复杂的条件化链和大规模批处理需求,仍能保持卓越的性能。 + + **高级采样和模型控制增强**