From 0402b59f65d82e81f0702e00134bb1624bea1146 Mon Sep 17 00:00:00 2001 From: Windecay <4453636@qq.com> Date: Fri, 21 Nov 2025 13:46:08 +0800 Subject: [PATCH] update README.md --- README.md | 70 ++++++++++++++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 69 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index c312a31..562dc18 100644 --- a/README.md +++ b/README.md @@ -1,2 +1,70 @@ -# ComfyUI_Dynamic-RAMCache +[简体中文](./README_zh.md) | English + +ComfyUI Dynamic RAM Cache Control A custom node for ComfyUI that dynamically manages RAM usage by intelligently controlling cache purging based on available system memory. + +Features +Dual Cache Management Modes: +CLASSIC (No Eviction): Standard cache behavior with no automatic purging +RAM_PRESSURE (Auto Purge): Smart cache purging when system memory falls below the threshold +Configurable Memory Threshold: Fine-tune the minimum amount of free RAM to maintain +Seamless Cache Migration: Preserves essential cache data when switching between modes +Real-time Memory Monitoring: Continuously checks system RAM availability +Installation +Clone or download this repository +Place the ComfyUI_Dynamic_RAMCache folder in your ComfyUI custom_nodes directory +Restart ComfyUI +Usage +Add the "DynamicRAMCacheControl" node to your workflow +Configure the following parameters: +Parameters +mode: + +CLASSIC (No Eviction): Traditional cache behavior without automatic purging +RAM_PRESSURE (Auto Purge): Automatic cache purging when memory is constrained +cleanup_threshold: + +Range: 0.1 - 256.0 GB +Default: 2.0 GB +Determines the minimum amount of free RAM to maintain (in gigabytes) +Connect the node anywhere in your workflow - it will continuously monitor and manage cache based on your settings +How It Works +CLASSIC Mode +In CLASSIC mode, the node maintains standard cache behavior without automatic purging. This mode is suitable when: + +You have abundant RAM +You prefer maximum performance without worrying about memory usage +You're working with complex workflows that benefit from extensive caching +RAM_PRESSURE Mode +In RAM_PRESSURE mode, the node actively monitors system memory and intelligently purges cache when: + +Available system RAM falls below the specified cleanup_threshold +The system is experiencing memory pressure +When purging, it prioritizes removing older, less recently used cache items while attempting to preserve critical data. + +Compatibility +Compatible with all ComfyUI versions +Works with both CPU and GPU processing +Supports all standard ComfyUI nodes and workflows +Troubleshooting +Performance Issues +If you notice frequent cache purging, try increasing the cleanup_threshold value +For systems with limited RAM, a lower threshold (0.5-1.0 GB) might be more appropriate +Unexpected Behavior +Ensure you're running the latest version of ComfyUI +Check the console output for any error messages related to the dynamic cache control +Try restarting ComfyUI if you encounter any persistent issues +Log Information +The node outputs helpful log messages to track its operations, including: + +Mode changes (CLASSIC to RAM_PRESSURE or vice versa) +Cache initialization and migration +Memory threshold updates +Cache purging events when in RAM_PRESSURE mode +License +MIT License + +Acknowledgements +This node is designed to help users maximize both performance and stability in their ComfyUI workflows by intelligently managing system resources. + +For more information or to report issues, please visit the repository page.