diff --git a/README.md b/README.md index 9f398a8..d4ccf4d 100644 --- a/README.md +++ b/README.md @@ -4,7 +4,21 @@ A ComfyUI custom node for loading and applying LoRA (Low-Rank Adaptation) to Nun **This project is based on the fork version of ComfyUI-nunchaku-qwen-lora-suport-standalone.** -> Latest release: [v1.72 on GitHub Releases](https://github.com/ussoewwin/ComfyUI-QwenImageLoraLoader/releases/tag/v1.72) +> Latest release: [v2.0 on GitHub Releases](https://github.com/ussoewwin/ComfyUI-QwenImageLoraLoader/releases/tag/v2.0) + +## 🎉 MAJOR UPDATE: v2.0 - Diffsynth ControlNet Support Added! + +**As of v2.0, diffsynth ControlNet is now fully supported for Nunchaku Qwen Image models.** + +A new dedicated node `NunchakuQwenImageDiffsynthControlnet` enables diffsynth ControlNet functionality with Nunchaku quantized models, supporting both standard ControlNet and ZImage ControlNet models. + +### What's New in v2.0 +- ✅ **New Node**: `NunchakuQwenImageDiffsynthControlnet` - Dedicated diffsynth ControlNet loader for Nunchaku models +- ✅ **Full ControlNet Support**: Works with standard diffsynth ControlNet and ZImage ControlNet models +- ✅ **Seamless Integration**: Automatically applies ControlNet patches during model forward pass +- ✅ **Backward Compatible**: All existing LoRA functionality remains unchanged + +For detailed technical explanation, see [v2.0 Release Notes](https://github.com/ussoewwin/ComfyUI-QwenImageLoraLoader/releases/tag/v2.0) ## 🎉 MAJOR UPDATE: v1.60 - Simplified Installation (No Integration Required!) @@ -31,6 +45,7 @@ This LoRA loader was extracted and modified from GavChap's fork: - **NunchakuQwenImageLoraLoader**: Load and apply single LoRA to Qwen Image models - **NunchakuQwenImageLoraStack**: Apply multiple LoRAs with dynamic UI control +- **NunchakuQwenImageDiffsynthControlnet**: Apply diffsynth ControlNet to Nunchaku Qwen Image models (v2.0) - **Dynamic VRAM Management**: Automatic CPU offloading based on available VRAM - **LoRA Composition**: Efficient LoRA stacking and composition - **ComfyUI Integration**: Seamless integration with ComfyUI workflows @@ -89,6 +104,7 @@ If you have v1.57 or earlier installed with integration code in ComfyUI-nunchaku - **NunchakuQwenImageLoraLoader**: Single LoRA loader - **NunchakuQwenImageLoraStack**: Multi LoRA stacker with dynamic UI (Legacy) - **NunchakuQwenImageLoraStackV2**: Multi LoRA stacker with dynamic UI - ComfyUI Nodes 2.0 (Beta) compatible +- **NunchakuQwenImageDiffsynthControlnet**: Diffsynth ControlNet loader for Nunchaku models (v2.0) ### Basic Usage 1. Load your Nunchaku Qwen Image model using `Nunchaku Qwen Image DiT Loader` @@ -252,7 +268,16 @@ def __init__(self, model, load_device, offload_device, size=0, weight_inplace_up ## Changelog -### v1.72 (latest) +### v2.0 (latest) +- **MAJOR UPDATE**: Added diffsynth ControlNet support for Nunchaku models +- **New Node**: `NunchakuQwenImageDiffsynthControlnet` - Enables diffsynth ControlNet to work with Nunchaku quantized Qwen Image models +- **Features**: + - Full diffsynth ControlNet functionality for Nunchaku models + - Supports both standard ControlNet and ZImage ControlNet models + - Automatic patch registration and application +- **Technical Details**: See [v2.0 Release Notes](https://github.com/ussoewwin/ComfyUI-QwenImageLoraLoader/releases/tag/v2.0) for complete explanation + +### v1.72 - **Fixed**: Resolved compatibility issue with kjai node updates – Added default value `"disable"` for `cpu_offload` parameter in LoRA loader methods ([PR #28](https://github.com/ussoewwin/ComfyUI-QwenImageLoraLoader/pull/28)) - **Reported by**: [@enternalsaga](https://github.com/enternalsaga) ([PR #28](https://github.com/ussoewwin/ComfyUI-QwenImageLoraLoader/pull/28)) - **Technical Details**: See [v1.72 Release Notes](https://github.com/ussoewwin/ComfyUI-QwenImageLoraLoader/releases/tag/v1.72) for complete explanation