https://huggingface.co/meta-models/Muse-Spark-Open-816B-A42B...
816B model, A42B active parameters
Unsloth and Meta have guides on how to run the model, but allow me to summarize: You & Me won't be running this one.
816B model, A42B active parameters
Unsloth and Meta have guides on how to run the model, but allow me to summarize: You & Me won't be running this one.
Even if for your main LLM you want a speed high enough for interactive use and fast iterations, it is still useful to also run a much bigger LLM from time to time, even if that requires many hours for completing a task, due to the slow inference speed when the weights are read from SSDs.
There are tasks where the quality of the result is more important than the time needed to produce it. For example you might run all day a great number of iterations of a fast small LLM, and then run overnight a big LLM to check the end results of that work.
Therefore we need both small open-weights LLMs that can be run from the GPU RAM or at most from the CPU RAM, but also the biggest open-weights LLMs, even if the latter can be run only from SSDs by most people.
Ouch. I wonder how it compares to Qwen 3.8 running with 4-bit quant on 10 times less VRAM.
Also these books contain maybe not the solution to making thermobaric explosions, but certainly the principle and show you exactly what problem you'd have to solve to make those weapons.
Just about the only thing they stopped teaching is that if you combine that knowledge with which plants contain what ... there's an incredibly easy way to make pudding with cyanide that's safe to touch, for example. That they suppressed.
But at least for Europe, the number of lethal plants just growing along essentially every road or in every forest numbers in the dozens. Including a very famous one they teach every kid about.
Of course, in both cases, the real challenge is making them and deploying them without killing yourself.
We are not safe from bioweapons because nobody knows how to make them. That's not it.
Which is fair, they are very easy to make without the assistance of an LLM, and I don't hear about that kind of thing in the news.
I was talking about biological weapons like gain of function and that kind of thing.
The implied question was 'Should companies like Meta publish open weight models when they could theoretically be subverted by malicious users?'. So far as I'm aware there are few people worrying about this kind of thing. Bill Gates for one. But apparently it's off topic and/or not interesting, or not welcomed as a discussion point.
https://youtu.be/tj1dFIUAs7A?si=a4KYg6QEaxALHnWX&t=207
I've always thought Bill Gates was pretty smart, smarter than me, and has dedicated a lot of his time to researching things like pandemics. More time than I have dedicated to such research.
Seems like Meta's release of Muse Spark Open does not move the needle on things like this, since GLM-5.3 was already released back in August.