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Anima TrainFlow - Anima 2.9B Patch

Updated: Sep 7, 2026

toolanimalora trainertrainer

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anima_utils.zip

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Published

Sep 7, 2026

Base Model

Anima

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License:

Anima

The Anima Model is licensed by CircleStone Labs LLC. Copyright CircleStone Labs LLC. IN NO EVENT SHALL CIRCLESTONE LABS LLC BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH USE OF THIS MODEL.

Built on NVIDIA Cosmos

Screenshot from 2026-09-06 21-48-20.png

Since no one else would do it... I guess let me do it.

Target File: Replaces training/sd-scripts/library/anima_utils.py.


Shameless vibecoded fix for this trainer which was deprecated way too soon.
I'm a bit out of the loop as to why the Dev crashed out,
but if I had to guess, it's likely because someone likely called it "vibecoded slop" or something, and seemingly made him crashout.
If that is the scenario, then that is insane.

This trainer if it were made with AI or not, it was the fastest and most efficient trainer for a modern model to this day, and it still takes a level of competence to create such a thing that a majority of people simply don't have.

Ultimately, just show respect to people. Especially people who work with technical stuff, as typically technical stuff is where people who have problems elsewhere in life find their solace and peace.



If you still need the trainer itself, thankfully the dev seems to have left this link alone:
https://huggingface.co/datasets/ThetaCursed/Anima-TrainFlow-Portable/tree/main

Appreciate my effort? I will admit, this was an easy fix if you have intermediate to expert knowledge.
But either way, you can buy me a coffee here: