CivArchive
    Amber (Genshin Impact) LoRA - Strict V1
    NSFW
    Preview 37940

    !!! You need this extension in order to use this. Please follow the instructions on the github page to use.
    https://github.com/kohya-ss/sd-webui-additional-networks

    This is a LoRA for Amber from Genshin Impact. The Flexible version is recommended.

    More details:

    https://huggingface.co/breakcore2/loras

    Example images with prompts:

    https://gist.github.com/breakcore2/0b2fcae494c5f38a22ef59486ec55682

    When prompting for custom outfit:

    amber \(genshin impact\), brown eyes, brown hair, long hair, red hair ribbon, (your outfit ideas here)

    When prompting for her original outfit:

    amber \(genshin impact\), brown eyes, brown hair, long hair, red hair ribbon, brown short shorts, leather gloves, pouch, thighhighs, white boots, medium breasts, cleavage cutout, shrug \(clothing\)

    For her goggles:

    goggles around neck, goggles on head

    Description

    This version is slightly more accurate for Amber's original outfit but does not easily change clothes.

    FAQ

    Comments (12)

    IAhybridJan 15, 2023· 2 reactions
    CivitAI

    I don't know if what I'm asking is too much, but do you know of any tutorial or guide to train characters like you? because yours look GREAT!. And I tried... it didn't turn out very well.

    ReinoJan 16, 2023

    I'm also in the same situation, tried on my own and quickly failed at the task. Hopefully he can give us the guidelines on how to start things properly!

    breakcore2
    Author
    Jan 16, 2023· 8 reactions

    You should check out the TouhouProject AI discord https://discord.com/invite/touhouai There are a lot of people actively training models and sharing tips in the #ai-art channel and #kohya thread under #general.
    The particular way this LoRA was setup for training was an equal split of images containing her original outfit and images where she wears something else.
    I had around 50 images in total.
    The tags were straight from danbooru with the underscores removed.
    amber (genshin impact) was at the start of every caption file and the option (--keep_tokens=1) in kohya_ss's trainer was used so in the case of an image having a very long caption that exceeds the token limit, amber's name would be kept as part of the training example when the tokens of the caption get shuffled.
    The most important part of training is realizing you will likely have to retrain several times as each set of data is going to be a unique training problem. I don't think there is a single setting that would make it work well for every dataset.

    After training, check the results by comparing prompts for original outfit based on your training data (so use all the words to describe it that would commonly come up in the training data, these were the words that were learned to associate with your subject).

    Then test for a different generic outfit.

    1. If the original outfit is lacking details and the character is incoherent, then it is undertrained.

    2. If the original outfit comes out very clean but changing outfits is very hard and you start seeing original outfit details very often when you are trying for a different outfit, it is overtrained.
    Fixing undertrained: you can train again at a slightly higher learning rate and/or train longer via more epochs. If you saved the training state, you can resume the last epoch and continue training. You may find that sometimes certain details of the character are undertrained compared to others. Quite often this will be shoes as many images tend to be thigh up so you lack data. With the training script in kohya_ss you can use repeats to help balance the number of full body images to other type of images by creating a folder with full body shots and increasing the repeats of the folder so when training the model will see full body images more often.

    Fixing overtrained: you can train at a lower learning rate and/or cut training off early by using less repeats and epochs. You should also consider increasing the number of images of custom outfits in your training data so it learns to generalize better. Like the undertrained case, you can use repeats to increase the repeats for a folder of generic clothes.

    Typical settings I start with are:
    Learning Rate 5e-5 (default is 1-e4)

    Aim for about 1000 steps via epoch and repeats manipulation. This ensures I finish training fairly fast so I can iterate sooner.

    Figuring out how much to adjust each parameter is still a mystery that I'm trying to work out. I'm still trying to develop a method for testing and coming up with new training parameters based on simple calculations.
    Good luck!

    OBS_OtakuJan 16, 2023· 1 reaction
    CivitAI

    assert cv_name is not None, f"conversion failed: {du_name}"

    AssertionError: conversion failed: cond_stage_model
    Have you ever gotten this error before?
    I've tried searching on the web but couldn't find anything about it unfortunately.

    breakcore2
    Author
    Jan 17, 2023

    I have not. This is the commit of the web ui I am on 2725f0ac439f7e3b67858d55900e95330bbd326, from Fri Jan 13.

    This is the commit I am on for the additional networks plugin 5abd8b0aedf5f282b2ebff4f43006c5cfec3fde0 from Jan 14.

    If its a bug coming from the extension code you can try asking on their Github issues page.

    dehaincFeb 5, 2023· 1 reaction
    CivitAI

    you really need to make a hu tao model...

    breakcore2
    Author
    Feb 6, 2023

    Which model have you tried prompting for her on?
    I found that she's pretty well recognized on a lot of models already without lora or text embeddings.
    Something like:
    hu tao \(genshin impact\), brown hair, red eyes, porkpie hat. Got a lot of her details already.
    I can take a look to compare accuracy at some point.

    mpzFeb 6, 2023

    @breakcore2 your work is nice. i want to know which code you used to trainning? is it kohya-ss/sd-scripts? if it is the code from kohya-ss/sd-scripts, can you tell me how should i set Trigger Word for trainning, like your "amber (genshin impact)". i will be grateful for your gracious help.

    breakcore2
    Author
    Feb 7, 2023
    AmbunnyFeb 12, 2023· 1 reaction
    CivitAI

    非常棒!

    Fo_oYJul 19, 2023· 1 reaction
    CivitAI

    It's well,but can't work with region_prompt

    SCUDlanceMar 25, 2025
    CivitAI

    i'm a beginner so it took me a while to learn how to use this LoRA, and i only have a 1660ti, but i have made some great stuff, im still doing research and experimenting, thanks for the BAKE breakcore2.

    LORA
    SD 1.5

    Details

    Downloads
    521
    Platform
    CivitAI
    Platform Status
    Available
    Created
    1/14/2023
    Updated
    6/18/2026
    Deleted
    -
    Trigger Words:
    amber \(genshin impact\), brown eyes, brown hair, long hair, red hair ribbon, brown short shorts, leather gloves, pouch, thighhighs, white boots, medium breasts, cleavage cutout, shrug \(clothing\)

    Available On (1 platform)

    Same model published on other platforms. May have additional downloads or version variants.