hakurei

waifu-diffusion is a latent text-to-image diffusion model that has been conditioned on high-quality anime images through fine-tuning. masterpiece, best quality, 1girl, green hair, sweater, looking at viewer, upper body, beanie, outdoors, watercolor, night, turtleneck We also support a Gradio Web UI and Colab with Diffusers to run Waifu Diffusion: [](https://huggingface.co/spaces/hakurei/waifu-diffusion-demo) [](https://colab.research.google.com/drive/18wPN7dJO746QXsFnB09Uq2VGgSRFuYE#scrollTo=1HaCauSq546O) This model is open access and available to all, with a CreativeML OpenRAIL-M license further specifying rights and usage. The CreativeML OpenRAIL License specifies: 1. You can't use the model to deliberately produce nor share illegal or harmful outputs or content 2. The authors claims no rights on the outputs you generate, you are free to use them and are accountable for their use which must not go against the provisions set in the license 3. You may re-distribute the weights and use the model commercially and/or as a service. If you do, please be aware you have to include the same use restrictions as the ones in the license and share a copy of the CreativeML OpenRAIL-M to all your users (please read the license entirely and carefully) Please read the full license here This model can be used for entertainment purposes and as a generative art assistant. This project would not have been possible without the incredible work by Stability AI and Novel AI. In order to reach us, you can join our Discord server.

Waifu Diffusion is a latent text-to-image diffusion model that has been conditioned on high-quality anime images through fine-tuning. - Float 16 EMA Pruned - Float 32 EMA Pruned - Float 32 Full Weights - Float 32 Full Weights + Optimizer Weights (For Training) The model originally used for fine-tuning is Stable Diffusion 1.4, which is a latent image diffusion model trained on LAION2B-en. The current model has been fine-tuned with a learning rate of 5.0e-6 for 10 epochs on 680k anime-styled images. See here for an in-depth overview of Waifu Diffusion 1.3. This model is open access and available to all, with a CreativeML OpenRAIL-M license further specifying rights and usage. The CreativeML OpenRAIL License specifies: 1. You can't use the model to deliberately produce nor share illegal or harmful outputs or content 2. The authors claims no rights on the outputs you generate, you are free to use them and are accountable for their use which must not go against the provisions set in the license 3. You may re-distribute the weights and use the model commercially and/or as a service. If you do, please be aware you have to include the same use restrictions as the ones in the license and share a copy of the CreativeML OpenRAIL-M to all your users (please read the license entirely and carefully) Please read the full license here This model can be used for entertainment purposes and as a generative art assistant. This project would not have been possible without the incredible work by the CompVis Researchers. In order to reach us, you can join our Discord server.

NOTE: The work here is a Work in Progress! Nothing in this repository is final. waifu-diffusion-xl is a latent text-to-image diffusion model that has been conditioned on high-quality anime images through fine-tuning StabilityAI's SDXL 0.9 model provided as a research preview. masterpiece, best quality, 1girl, green hair, sweater, looking at viewer, upper body, beanie, outdoors, watercolor, night, turtleneck - wdxl-aesthetic-0.9 is a checkpoint that has been finetuned against our in-house aesthetic dataset which was created with the help of 15k aesthetic labels collected by volunteers. This model also used Stability.AI's SDXL 0.9 checkpoint as the base model for finetuning. This model has been released under the SDXL 0.9 RESEARCH LICENSE AGREEMENT due to the repository containing the SDXL 0.9 weights before an official release. We have been given permission to release this model. This model can be used for entertainment purposes and as a generative art assistant. This project would not have been possible without the incredible work by Stability AI and Novel AI. In order to reach us, you can join our Discord server.