alt Hacker NewsI suspect this might be due to MTP mispedictions. Either because the 3.8 quantized model weights do not include MTP heads, or as what happened with Ornith-1.5 recently, corrupted MTP heads, or due to a software issue in Ollama.
I suspect this might be due to MTP mispedictions. Either because the 3.8 quantized model weights do not include MTP heads, or as what happened with Ornith-1.5 recently, corrupted MTP heads, or due to a software issue in Ollama.
I remember an article a couple weeks back where someone used an HPE server with two older Xeon E-series CPUs and got reasonable performance by compiling llama with optimal switches for the architecture (memory alignment, page sizes, etc). I was impressed because those Xeons only had AVX2. If you are willing to spend a little more, you can get a slightly newer Xeon with AVX-512 and 4 sockets.
I can't find the post though.
Edit: a quick search from a server refurbisher nearby gives me a dual Xeon Gold 6330 28-core machine with 512GB and a 16GB V100 GPU. The memory is spread across 32 slots, for about £6,470.