Update README.md

README.md

@@ -1,3 +1,62 @@
----
-license: apache-2.0
----
+---
+license: apache-2.0
+library_name: diffusers
+tags:
+- art
+widget:
+- text: Portrait of a jazz musician playing a saxophone under a streetlight
+  output:
+    url: images/000.png
+---
+
+# MangaDF
+
+## Model Description
+
+**Model Type:** Stable Diffusion XL
+**Base Model:** [stabilityai/stable-diffusion-xl-base-1.0](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0)  
+**Finetuned On:** Images created by [alvdansen/BandW-Manga](https://huggingface.co/alvdansen/BandW-Manga)  
+
+## Overview
+
+MangaDF is a finetuned version of the ['stabilityai/stable-diffusion-xl-base-1.0'](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0) model. It has been specifically trained to generate bold line portrait illustrations, inspired by manga-style art. The finetuning dataset was created using images generated by the ['alvdansen/BandW-Manga'](https://huggingface.co/alvdansen/BandW-Manga) stable diffusion model, ensuring high-quality and stylistically consistent outputs.
+
+
+## Intended Use
+
+This model is designed for artists, illustrators, and enthusiasts who want to create manga-style bold line portraits. It can be used for various purposes, including concept art, character design, and graphic novels.
+
+## How to Use
+
+To use this model, you need to load it with the diffusers library in Python. Here's a quick start guide:
+
+```python
+from diffusers import DiffusionPipeline
+import torch
+
+# Load the base model and apply the LoRA weights
+pipeline = DiffusionPipeline.from_pretrained(
+    "stabilityai/stable-diffusion-xl-base-1.0", 
+    torch_dtype=torch.float16
+).to("cuda")
+pipeline.load_lora_weights("MangaDF.safetensors")
+
+# Generate an image
+prompt = "A bold line portrait of a fantasy character"
+image = pipeline(prompt).images[0]
+image
+```
+
+## Training Data
+
+The finetuning dataset was created using images generated by the `alvdansen/BandW-Manga` stable diffusion model, which specializes in generating black and white manga-style illustrations. This dataset ensures that the MangaDF model produces high-quality and consistent manga-style bold line portraits.
+
+## Acknowledgements
+
+- Base model: [stabilityai/stable-diffusion-xl-base-1.0](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0)
+- Finetuning dataset: Created using images generated by [alvdansen/BandW-Manga](https://huggingface.co/alvdansen/BandW-Manga)
+
+This model card now accurately reflects the source of the finetuning dataset.
+## Contact
+
+For any questions or issues, please contact [me](https://www.linkedin.com/in/chanyalcin/)