alt Hacker NewsThe active param count is so small I'm not sure how much advantage MTP will have, the current llama.cpp does load the ngram embeddings but I haven't verified it uses them. I expect to redeploy all this stuff every few days as the tooling gets improved.
My initial implementation of MTP I have here in my own (DGX Spark specific) custom runtime brought it up from ~12 tok/sec without MTP to ~16 to ~20 with; depending on workload.
It's not world changing, but at those speeds I'll take anything I can get.
(The ngram embeddings in this case are paged to/from disk which seems to cost ... basically nothing).
https://github.com/rdaum/eider/