Update to v2.0 - Add diffsynth ControlNet support

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2025-12-19 11:51:26 +09:00
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commit ed00277cdc
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@@ -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