---
base_model: inclusionAI/LLaDA-Image-Turbo
base_model_relation: quantized
library_name: diffusers
pipeline_tag: text-to-image
tags:
- llada-image
- llada-image-turbo
- image-generation
- image-editing
- comfyui
- int8
- gguf
- quantized
- rebelai
---

# LLaDA-Image-Turbo — ComfyUI / RebelAI Quantization

Optimized weights for **LLaDA-Image-Turbo** intended for the RebelAI ComfyUI integration.

This repository supports both **text-to-image generation** and **native LLaDA image editing**.

## Repositories

- **ComfyUI nodes / GitHub:** https://github.com/RealRebelAI/LLaDa-Image_ComfyUI
- **Model weights / this Hugging Face repository:** https://huggingface.co/realrebelai/LLaDa-Image-Turbo_ComfyUI
- **Official base model:** https://huggingface.co/inclusionAI/LLaDA-Image-Turbo
- **Official LLaDA-Image source:** https://github.com/inclusionAI/LLaDA-Image

## Base Model / Quantization Tree

This repository is a quantized derivative of:

**`inclusionAI/LLaDA-Image-Turbo`**

The model-card metadata intentionally contains:

```yaml
base_model: inclusionAI/LLaDA-Image-Turbo
base_model_relation: quantized
```

This associates the repository with the main LLaDA-Image-Turbo model as a quantized derivative in the Hugging Face model relationship/quantization tree.

## Available Weights

| File | Format | Description |
|---|---|---|
| `LLaDA-Image-Turbo-transformer-BF16.safetensors` | BF16 Safetensors | Full transformer weights |
| `LLaDA-Image-Turbo-transformer-INT8.safetensors` | INT8 Safetensors | Native INT8 transformer |
| `LLaDA-Image-Turbo-text_encoder-Q4_K_M-v3.gguf` | GGUF Q4_K_M | Quantized LLaDA2-MoE text encoder |

### Native INT8 Transformer

The INT8 transformer is stored as native Safetensors. It is **not a transformer GGUF**.

The custom ComfyUI runtime loads the quantized transformer while preserving the LLaDA-Image transformer architecture.

### Q4_K_M Text Encoder

The LLaDA2-MoE text encoder is provided as Q4_K_M GGUF for substantially lower storage/runtime memory requirements than the original full text encoder.

## Text-to-Image

LLaDA-Image-Turbo is designed for fast generation.

Recommended starting settings in the ComfyUI integration:

- Steps: **4**
- CFG / guidance scale: **1.0**

The ComfyUI nodes are available here:

https://github.com/RealRebelAI/LLaDa-Image_ComfyUI

## Native Image Editing

The same LLaDA-Image-Turbo model also supports **native image editing**. No separate editing checkpoint is required.

The RebelAI ComfyUI node uses the model's native:

`generation_mode="editing"`

The source image is processed through LLaDA's image-conditioning/SigVQ path. This is **not** conventional img2img implemented with a denoise-strength slider.

Typical ComfyUI graph:

```text
LLaDA Image Loader
        |
        v
LLaDA Image Edit <---- Load Image
        |
        v
    Save Image
```

Editing inputs include:

- Source image
- Edit instruction
- Width / height
- Steps
- Guidance scale
- Seed
- Optional negative prompt

Editing dimensions should be divisible by 32.

Example instruction:

> Turn the fox into a white arctic fox while preserving the forest composition and realistic photography.

## ComfyUI Installation

Get the custom nodes here:

https://github.com/RealRebelAI/LLaDa-Image_ComfyUI

Typical model placement:

```text
ComfyUI/
└── models/
    ├── diffusion_models/
    │   ├── LLaDA-Image-Turbo-transformer-INT8.safetensors
    │   └── LLaDA-Image-Turbo-transformer-BF16.safetensors
    ├── text_encoders/
    │   └── LLaDA-Image-Turbo-text_encoder-Q4_K_M-v3.gguf
    └── vae/
        └── LLaDa_VAE.safetensors
```

The ComfyUI integration also loads the supporting LLaDA pipeline components required by the official architecture.

## Upstream

All model architecture and original model weights originate from inclusionAI's LLaDA-Image project.

Official LLaDA-Image-Turbo:

https://huggingface.co/inclusionAI/LLaDA-Image-Turbo

Official source:

https://github.com/inclusionAI/LLaDA-Image

Please refer to the upstream project for the original model documentation, research information, and applicable licensing terms.

## Credits

- **inclusionAI** — LLaDA-Image / LLaDA-Image-Turbo
- **RealRebelAI** — ComfyUI integration, INT8 runtime/weights, and GGUF text-encoder integration

## License

These files are derivatives of LLaDA-Image-Turbo. The upstream model's applicable license and usage terms continue to apply. The ComfyUI integration code is maintained separately in the GitHub repository linked above.