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I thought MTP wasn't very useful on MoE models because the expert overlap for 2 tokens was too small.
by EnPissant 4mo ago
I thought MTP wasn't very useful on MoE models because the expert overlap for 2 tokens was too small.
- girvo 4mo agoStill helps, and Step 3.5/3.7 were specifically trained for MTP (in a weird triple layer/triple head fashion with a kind of unique architecture) With the currently-in-PR implementation it doubles decode performance for all the tasks I've been testing it against, at in the worst case is still a 35% uplift, so on a box with heaps of compute and not much memory bandwidth, it's worth it in practice