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Maxed-Out-99-ComfyUI-SmartM…/README.md
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2025-07-20 17:20:42 -07:00

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# ComfyUI-SmartModelLoaders-MXD
Smart, unified model loaders for ComfyUI that support both standard `.safetensors` and quantized `.gguf` formats — no switching nodes required.
Includes flexible UNET and CLIP loaders that work across models like SDXL, SD3, Flux, and more.
---
## ✅ Features
- 🧠 Unified loaders for `.safetensors` and `.gguf` formats
- 🔀 Drop-in replacements for standard UNET and CLIP nodes
- 💪 Supports single, dual, triple, and quad CLIP configs
- ⚙️ Internal handling of GGUF logic with `GGMLOps` and `GGUFModelPatcher`
- 🧼 Clean fallback to standard ComfyUI loading when needed
---
## 📦 Included Nodes
| Node Name | Purpose |
|-----------------------------|-------------------------------------------------------------------------|
| `Smart UNET Loader MXD` | Loads UNET from `.safetensors` or `.gguf` |
| `Smart CLIP Loader MXD` | Loads a single CLIP model of any supported format |
| `Smart Dual CLIP Loader MXD`| Loads 2 CLIPs (ideal for SDXL, Flux, etc.) |
| `Smart Triple CLIP Loader MXD` | Loads 3 CLIPs (used in SD3 and similar setups) |
| `Smart Quad CLIP Loader MXD` | Loads 4 CLIPs (for advanced/experimental workflows) |
---
## 🧩 Installation
Clone directly into your ComfyUI custom nodes directory:
```bash
git clone https://github.com/Maxed-Out-99/ComfyUI-SmartModelLoaders-MXD.git
```
Optionally, ensure gguf is installed if not already:
```bash
pip install -r requirements.txt
```
🙏 Attribution
This project is based on and extends:
city96/ComfyUI-GGUF
Licensed under Apache 2.0 License
Modifications, restructuring, and additional loader support by Maxed-Out-99 (2025).