How to Use This Model

USE THEM SIMULTANEOUSLY. In this case, you need to download both amiya_arknights.pt and amiya_arknights.safetensors, then use amiya_arknights.pt as texture inversion embedding, and use amiya_arknights.safetensors as LoRA at the same time.

それらを同時に使用してください。この場合、amiya_arknights.ptとamiya_arknights.safetensorsの両方をダウンロード する必要があります。amiya_arknights.ptをテクスチャ反転埋め込みとして使用し、同時にamiya_arknights.safetensorsをLoRAとして使用してください。

同时使用它们。在这种情况下，您需要下载amiya_arknights.pt和amiya_arknights.safetensors这两个文件，然后将amiya_arknights.pt用作纹理反转嵌入， 同时使用amiya_arknights.safetensors作为LoRA。

(Translated with ChatGPT)

The trigger word is amiya_arknights, and the recommended tags are masterpiece, best quality, highres, solo, {amiya_arknights:1.10}, animal_ears, brown_hair, rabbit_ears, long_hair, blue_eyes, bangs, hair_between_eyes, jewelry, ring, sidelocks, ascot, closed_mouth, ponytail, very_long_hair, breasts.

How This Model Is Trained

This model is trained with HCP-Diffusion. And the auto-training framework is maintained by DeepGHS Team.

Why Some Preview Images Not Look Like Amiya Arknights

All the prompt texts used on the preview images (which can be viewed by clicking on the images) are automatically generated using clustering algorithms based on feature information extracted from the training dataset. The seed used during image generation is also randomly generated, and the images have not undergone any selection or modification. As a result, there is a possibility of the mentioned issues occurring.

In practice, based on our internal testing, most models that experience such issues perform better in actual usage than what is seen in the preview images. The only thing you may need to do is fine-tune the tags you use.

I Felt This Model May Be Overfitting or Underfitting, What Shall I Do

Our model has been published on huggingface repository - CyberHarem/amiya_arknights, where models of all the steps are saved. Also, we published the training dataset on huggingface dataset - CyberHarem/amiya_arknights, which may be help to you.

Why Not Just Using The Better-Selected Images

Our model's entire process, from data crawling, training, to generating preview images and publishing, is 100% automated without any human intervention. It's an interesting experiment conducted by our team, and for this purpose, we have developed a complete set of software infrastructure, including data filtering, automatic training, and automated publishing. Therefore, if possible, we would appreciate more feedback or suggestions as they are highly valuable to us.