I wish for this company to have great models. I am glad to see such good scores.

I see they have a HuggingFace account[0] and they fine-tuned GPT-OSS, Nemotron, and Qwen, in the past under new names.

There are some things about it that make me worry though.

• They don't indicate the active parameter count, or indicate whether they pretrained the model. It could be a MiniMax M3 finetuning, as the parameter count almost matches (435B vs. 438B).

• They mention using quantum algorithms in other projects: https://multiversecomputing.com/singularity despite quantum algorithms not being typically useful currently.

It would not be the first company with a splashy release, like Brampton Intelligence[1], or SubQ[2]. Unlike those, they do seem to have experience fine-tuning models. Regardless of my worries, I am rooting for them to learn how to train models.

[0]: https://huggingface.co/MultiverseComputingCAI

[1]: https://x.com/newsystems_/status/1904577550690771050

[2]: https://subq.ai/introducing-subq

"quantum algorithms" that would put them directly on a blacklist if I had one. They might as well directly promote their stuff with Cold Fusion and Snake Oil.