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# UNO (Unity and Novel Output) for ComfyUI
This repository hosts the ComfyUI implementation of UNO (Unity and Novel Output), supporting FLUX models. This implementation includes several new features and optimizations.
That can run the full version with 24GB VRAM, as well as quickly run the FP8 version.
## Features
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- Support for `flux-dev-fp8` and `flux-schnell-fp8`
- Note: `flux-schnell-fp8` offers lower consistency but much faster generation (4 steps)
- **Memory optimization** through block swapping
- Run BF16 models on 24GB GPUs (actual usage: 14-20GB)
- Support for both `flux-dev` and `flux-schnell` in BF16 mode
- Run BF16 models on 24GB GPUs
- Support for both `flux-dev` and `flux-schnell` in BF16 mode on 24GB GPUs
- **Progress bar** to display denoising progress in real-time
- **Local model loading** configured via `config.json`
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### Directory Structure
Models are configured in the root `config.json` file. The default structure expected is:
```
ComfyUI/models
flux/
FLUX.1-schnell/
text_encoder/
tokenizer/
text_encoder_2/
tokenizer_2/
unet/
flux1-schnell.sft
flux1-dev.sft
vae/
ae.safetensors
UNO/
dit_lora.safetensors
```
### Text Encoder and CLIP Configuration