4 ms·
The article mentions two things. Quantization (which everyone is already doing). There's bitnet, or you can Google 1 bit quantization (it's not really 1 bit, it
by wrsh07 2y ago
The article mentions two things. Quantization (which everyone is already doing). There's bitnet, or you can Google 1 bit quantization (it's not really 1 bit, it's ternary as the article says).
Once you do that, a dot product is just addition/subtraction. Matrix multiplications are just dot products, so you've removed multiplication.
Then they built custom hardware that presumably only does that operation and doesn't use much electricity
Since this is just "more aggressive quantization" it's not too surprising that it reaches similar performance to other quantized models.
The network should structurally look the same as any other llm, it's still using transformers etc (afaiu)