Update README.md

README.md

@@ -1,3 +1,35 @@
----
-license: creativeml-openrail-m
----
+---
+license: creativeml-openrail-m
+tags:
+  - stable-diffusion
+  - sdxl
+  - layerdiffusion
+  - attention-injection
+  - diff-patches
+  - comfyui
+---
+
+# LayerDiffusion-SDXL-Attn-Diff
+
+This repository contains a converted version of the `layer_xl_transparent_attn.safetensors` model from [LayerDiffusion/layerdiffusion-v1](https://huggingface.co/LayerDiffusion/layerdiffusion-v1)
+
+## Model Details
+- **Base Model**: `layer_xl_transparent_attn.safetensors` from [LayerDiffusion/layerdiffusion-v1](https://huggingface.co/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](https://huggingface.co/spaces/license/cml-openrail-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](https://github.com/huchenlei/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](https://arxiv.org/abs/2402.17113)
+
+- **Original Model**: [LayerDiffusion/layerdiffusion-v1](https://huggingface.co/LayerDiffusion/layerdiffusion-v1) by the LayerDiffusion team.
+
+## License
+This model is distributed under the [CreativeML Open RAIL-M](https://huggingface.co/spaces/license/cml-openrail-m) license, as required by the original model. Please review the license for usage terms, including non-commercial restrictions.