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