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I know quantizing larger models seems to be more forgiving but I’m wondering if that applies less to these extreme-MoE models. It seems to be that it should be
by kaibee 2y ago
I know quantizing larger models seems to be more forgiving but I’m wondering if that applies less to these extreme-MoE models. It seems to be that it should be more like quantizing a 3B model.
- coder543 2y ago4-bit is fine for models of all sizes, in my experience. The only reason I personally don’t quantize tiny models very much is because I don’t have to, not because the accuracy gains from running at 8-bit or fp16 are that great. I tried out 4-bit Phi-3 yesterday, and it was just fine.