AnimeBoysXL V3

It takes substantial time and efforts to bake models. If you appreciate my models, I would be grateful if you could support me on Ko-fi ☕.AnimeBoysXL V3Features✔️ Good for inference: AnimeBoysXL v3.0 is a flexible model which is good at generating images of anime boys and males-only content in a wide range of styles.✔️ Good for training: AnimeBoysXL v3.0 is suitable for further training, thanks to its neutral style and ability to recognize a great deal of concepts. Feel free to train your own anime boy model/LoRA from AnimeBoysXL.Inference GuidePrompt: Use tag-based prompts to describe your subject.Tag ordering matters. It is highly recommended to structure your prompt with the following templates:1boy, male focus, character name, series name, anything else you'd like to describe, best quality, amazing quality, best aesthetic, absurdres2boys, male focus, multiple boys, character name(s), series name, anything else you'd like to describe, best quality, amazing quality, best aesthetic, absurdresNegative prompt: Choose from one of the following two presets.Heavy (recommended): lowres, bad, text, error, missing, extra, fewer, cropped, jpeg artifacts, worst quality, bad quality, watermark, bad aesthetic, unfinished, chromatic aberration, scan, scan artifactsLight: lowres, jpeg artifacts, worst quality, watermark, blurry, bad aestheticVAE: Make sure you're using SDXL VAE.Sampling method, sampling steps and CFG scale: I find (Euler a, 28, 8.5) good. You are encouraged to experiment with other settings.Width and height: 8321216 for portrait, 10241024 for square, and 1216*832 for landscape.Training DetailsAnimeBoysXL v3.0 is trained from Pony Diffusion V6 XL, on ~516k images.The following tags are attached to the training data to make it easier to steer toward either more aesthetic or more flexible results.Quality tagsbest quality: score >= 150amazing quality: score in the range of [75, 150)great quality: score in the range of [25, 75)normal quality: score in the range of [0, 25)bad quality: score in the range of (-5, 0)worst quality: score <= -5Aesthetic tagsThe aesthetic tags of AnimeBoysXL v3.0 reflect my aesthetic preference.best aestheticamazing aestheticgreat aestheticnormal aestheticbad aestheticRating tagssfw: generalslightly nsfw: sensitivefairly nsfw: questionablevery nsfw: explicitYear tagsyear YYYY where YYYY is in the range of [2005, 2023].Training configurationsHardware: 4 * Nvidia A100 80GB GPUsOptimizer: AdaFactorGradient accumulation steps: 8Batch size: 4 * 8 * 4 = 128Learning rates:8e-6 for U-Net5.2e-6 for text encoder 1 (CLIP ViT-L)4.8e-6 for text encoder 2 (OpenCLIP ViT-bigG)Learning rate schedule: constant with 250 warmup stepsMixed precision training type: FP16Epochs: 40Changes from v2.0Change the base model from Stable Diffusion XL Base 1.0 to Pony Diffusion V6 XL.Revamp the dataset's aesthetic tags based on the developer's preference.Update the criterion of quality tags.Use FP16 mixed-precision training.Train for more epochs.Special thankschefFromSpace for his assistance with the showcase images.LicenseSince AnimeBoysXL v3.0 is a derivative model of Pony Diffusion V6 XL by PurpleSmartAI, it has a different license from the previous versions. Please read their license before using the model.