RedRayz
Modified Illustrious-XL for LoRA training.
It reduces unintended style changes.
If you make a LoRA with this checkpoint, do not use "--noise_offset"!
LoRA学習用のIllustrious-XLです。
意図しない画風の変化を軽減し、精度も改善します。
これでLoRAを作る場合、「--noise_offset」は使用しないように！
また、noise offsetの効果を打ち消したため、マージ用途の使用は推奨しません。
Training information:
Finetuned Illustrious-XL by repeating the training and merging a DoRA 2 times with sd-scripts.
sd-scriptsで二回DoRAの学習とマージを繰り返すことでファインチューンされました。
Style training has not been tested, but some users reported that it can be learned successfully.
画風学習は未確認ですが、問題なく学習できるという報告があります。
Training parameters:
Optimizer: AdamWScheduleFree
Resolution: 1024(w/ bucketing)
LR: 0.0005
LR Scheduler: Constant with warmup(warmup=100)
Batch size: 2
Epoch: 1
Rank/Alpha: 16/8
Conv Rank/Alpha: 2/0.5
Debiased Estimation: True
Dataset information:
Dataset size: 5120
Gelbooruから収集した5120枚の画像で学習しました。
なお、以下のタグがあるか条件を満たす画像は除外しました。
filetype:gif, score:<0, mpixels:<1048576, tagcount:<16, \*_artifacts, adversarial_noise, greyscale, monochrome, digimon, photophop_(meidum), ai-generated, duplicate, bad_\*, off-topic, cropped, resized, reversed, rotated, third-party_edit, screenshot, tagme, real_life, watermark, 3d, koikatsu_(medium), mikumikudance, twitter_username
Training script(source code)
sd-scripts( https://github.com/kohya-ss/sd-scripts )
Notice/おしらせ:
This model is licensed under Fair AI Public License 1.0-SD( https://freedevproject.org/faipl-1.0-sd/ ).
If you make modify this model, you must share both your changes and the original license.
このモデルはFair AI Public License 1.0-SD( https://freedevproject.org/faipl-1.0-sd/ )でライセンスされています。
このモデルを改変する場合、変更点および元のライセンスを明記する必要があります。
What is AnyIllustrious-XL(for LoRA training)?
AnyIllustrious-XL(for LoRA training) is a highly specialized Image generation AI Model of type Safetensors / Checkpoint AI Model created by AI community user RedRayz. Derived from the powerful Stable Diffusion (Illustrious) model, AnyIllustrious-XL(for LoRA training) has undergone an extensive fine-tuning process, leveraging the power of a dataset consisting of images generated by other AI models or user-contributed data. This fine-tuning process ensures that AnyIllustrious-XL(for LoRA training) is capable of generating images that are highly relevant to the specific use-cases it was designed for, such as anime, base model.
With a rating of 0 and over 0 ratings, AnyIllustrious-XL(for LoRA training) is a popular choice among users for generating high-quality images from text prompts.
Can I download AnyIllustrious-XL(for LoRA training)?
Yes! You can download the latest version of AnyIllustrious-XL(for LoRA training) from here.
How to use AnyIllustrious-XL(for LoRA training)?
To use AnyIllustrious-XL(for LoRA training), download the model checkpoint file and set up an UI for running Stable Diffusion models (for example, AUTOMATIC1111). Then, provide the model with a detailed text prompt to generate an image. Experiment with different prompts and settings to achieve the desired results. If this sounds a bit complicated, check out our initial guide to Stable Diffusion – it might be of help. And if you really want to dive deep into AI image generation and understand how set up AUTOMATIC1111 to use Safetensors / Checkpoint AI Models like AnyIllustrious-XL(for LoRA training), check out our crash course in AI image generation.
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