LayerDiffusion-SDXL-Attn-Diff

This repository contains a converted version of the layer_xl_transparent_attn.safetensors model from LayerDiffusion/layerdiffusion-v1

Model Details

• Base Model: layer_xl_transparent_attn.safetensors from LayerDiffusion/layerdiffusion-v1
• Conversion: LoRA patches (::lora::0, ::lora::1) are converted to diff patches (::diff::0) using matrix multiplication (torch.mm).
• License: CreativeML Open RAIL-M, same as the original model.
• File: layer_xl_transparent_attn.safetensors (contains precomputed diff patches)

Usage in ComfyUI

1. Download layer_xl_transparent_attn.safetensors and place it in ComfyUI/models/layer_model/.
2. Install the ComfyUI-layerdiffuse custom node.
3. In your workflow, use the LayeredDiffusionApply node with config set to SDXL, Attention Injection.

Credits

This model is a derivative of the original work by Lvmin Zhang and Maneesh Agrawala, as described in their paper:

Zhang, L., & Agrawala, M. (2024). Transparent Image Layer Diffusion using Latent Transparency. arXiv preprint arXiv:2402.17113. https://arxiv.org/abs/2402.17113

• Original Model: LayerDiffusion/layerdiffusion-v1 by the LayerDiffusion team.

License

This model is distributed under the CreativeML Open RAIL-M license, as required by the original model. Please review the license for usage terms, including non-commercial restrictions.