4 ms·
Maybe computer processor hacks are used? Like, it's the equivalent of finding the eigenvalues of a matrix. I'm not as familiar with CPUs as I am with mathemati
by makerdiety 3y ago
Maybe computer processor hacks are used? Like, it's the equivalent of finding the eigenvalues of a matrix.
I'm not as familiar with CPUs as I am with mathematical concepts. I don't know what the name for the processor bit hacking tricks is called. But that's maybe the general idea for data compression for LLMs/transformer models on CPUs, I think.
After all, notice how data compression improvements are only multiples of two. 128k tokens and 2048k tokens. There's an implementation dependent CPU optimization hack going on in there somewhere.
- ErikBjare 3y agoSuch optimizations generally don't change the time complexity