CivArchive
    OneTrainer - how to use with float16 - v1.0
    NSFW
    Preview 8876090
    Preview 8876089
    Preview 8876087
    Preview 8876086
    Preview 8902714
    Preview 8902706
    Preview 8902708
    Preview 8902713

    First: very, very thanks to

    Stable Cascade Lora Training with OneTrainer | Civitai

    for tutorial. It was hard to understood, but finally it working :)

    Dont worry! It working on RTX 3060ti 8gb vram. I have old ryzen 7 with 32gb ram. (training loras and run workflow)

    Working lora:

    Stable Cascade Beksinski - v2.0 | Stable Diffusion LoRA | Civitai

    Presets and workflow added as zip file.

    So, lets go!

    Put json (presets file) setting to folder

    Step by step:

    I have images and txt files on drive L. bfloat32 is so fun, but so slowly on my gpu, so i switch all to f16 (not bf16)

    I was use dataset tool to make captions with BLIP and set trigger word as first in caption.

    Caption tool tip: first use Blip to make first line with tag and caption, then make wd14 caption as NEW LINE. Results:

    "beksinskiart, a painting of a man kneeling down in the sand

    traditional media, fire, no humans, solo, border"

    If you need longer caption you have to add max_tokens in blip or blip2 model.

    and last one window

    Testing workflow:

    And normal workflow

    Have a nice day!

    After training then you use my wf with this prompt

    "beksinskiart, a painting of a man kneeling down in the sand

    traditional media, fire, no humans, solo, border"

    you got this:

    Description

    FAQ

    Comments (8)

    StreamTabulousJun 12, 2024· 1 reaction
    CivitAI

    awesome, but mine does not look like yours did oneT change and do you have a update and new .Jason settings.

    i get a lora but is has no effect on the image, 20 times plus still no luck, also where do i get the stable-cascade-prior.safetensors could not find the download on hugging face.

    will be very grateful of any help.

    Aderek514
    Author
    Jun 12, 2024

    This is for stable cascade. If u want SDXL is another tutorial.

    StreamTabulousJun 12, 2024

    @Aderek514 found you other one is TensorFlow installation not found - running with reduced feature set.

    Serving TensorBoard on localhost; to expose to the network, use a proxy or pass --bind_all

    TensorBoard 2.16.2 at http://localhost:6006/ (Press CTRL+C to quit)

    on the cmd ok

    Aderek514
    Author
    Jun 12, 2024

    @StreamTabulous i use it with comfyui

    StreamTabulousJun 12, 2024

    @Aderek514 i use comfy also but tested in a1111

    Aderek514
    Author
    Jun 12, 2024

    @StreamTabulous a1111 is ok, but u need use sdxl clip

    ak002Oct 6, 2025
    CivitAI

    hi. thanks but im still having trouble. im not putting faces. i just want to create a lora for the style like animated or vector or realistic whatever it may be. i want a perfect lora like if just put car in the prompt the image should totally be cartoon car. i got rtx 5090, was having trouble with kohya ss (avr_loss=nan) so now im trying onetrainer. could u tell me the settings or something just to copy style

    Aderek514
    Author
    Oct 13, 2025

    Unfortunately, I don't remember how I did it — it's a very old post. Nowadays, I use pre-trained models for training on Civitai or Tensor Art.

    Workflows
    Stable Cascade

    Details

    Downloads
    195
    Platform
    CivitAI
    Platform Status
    Available
    Created
    3/31/2024
    Updated
    7/6/2026
    Deleted
    -

    Files

    onetrainerHowToUse_v10.zip

    Mirrors

    CivitAI (1 mirrors)