kou
568 posts



We're delighted to announce that MiniMax M2.7 is now officially open source.
With SOTA performance in SWE-Pro (56.22%) and Terminal Bench 2 (57.0%).
You can find it on Hugging Face now. Enjoy!🤗
huggingface:huggingface.co/MiniMaxAI/Mini…
Blog: minimax.io/news/minimax-m…
MiniMax API: platform.minimax.io

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You can infer the size of an AI model by how well it does Family Guy cutaways. This sounds strange, but hear me out:
ranking:
1. Gemini 3.1 -- this was actually kind of funny, I could hear the voice actors voicing each founding father in my head
2. Claude 4.6 opus -- not funny but it follows a bit of the style. It goes on for too long
3. Gpt 5.4 high -- one might just call this pure slop
We may be able to infer that Gemini 3.1 has a higher parameter count or is at least denser than 4.6 opus.
Gemini 3.1 was also the only model to avoid a "fatal" error. Other models would often mention the subject matter of the cutaway after the cutaway ended through character dialogue (this is not how they work).
I think I've watched all of family guy 20 times over from when I was a kid till now so I have a pretty good idea of what feels like a correct cutaway.
I ran multiple tests and I found this ranking to hold. Muse spark performs the worst out of frontier models.



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Defending MiniMax
I think it’s fine they set up a license. We kind of deserve it.
You work on something with dozens of people burning through investment money. Put it out to the world for free.
People say you’re benchmaxxing, call you a communist spy, take your models and sell them. Demand more from you.
You deal with this for a year, your peer’s models are being used in the west with little to no credits, same story.
They released the research, gave us the weights, released the environments, proved you can max 230B params competitive.
Thank you MiniMax. I hope you win more and more.

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Seeing from some friends the Vulkan backend seems to perform worse at least on Linux
But if they make it better it might outperform opengl
slicedlime 💙💛@slicedlime
New Minecraft Snapshot: 26.2-snapshot-1 minecraft.net/en-us/article/…
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my experience so far (32 chunks render distance)
vulkan:
- 150 fps avg
- 400+ fps max
- at most 30% gpu utilization
opengl:
- 90-100 fps avg
- ~120 fps max
- 100% gpu utilization
in conclusion: vulkan for the win
slicedlime 💙💛@slicedlime
New Minecraft Snapshot: 26.2-snapshot-1 minecraft.net/en-us/article/…
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