How fast will GLM-5.3 Flash feel on the MacBook M3 Max 48GB?

GLM-5.3 Flash on the MacBook M3 Max 48GB

GLM-5.3 Flash is a 321.3B-parameter mixture-of-experts model (18B active per token). At UD-IQ1_S it needs about 93.8 GB of memory. The MacBook M3 Max 48GB has 36 GB usable, so it doesn't fit, even at its smallest quantization.

Speed by quantization

QuantizationFile sizeMemoryGenerationFirst tokenSource
UD-IQ1_S93.1 GBDoesn't fitWon't run——
UD-IQ1_M97.6 GBDoesn't fitWon't run——
UD-IQ2_XXS101.8 GBDoesn't fitWon't run——
UD-Q2_K_XL108.7 GBDoesn't fitWon't run——
UD-IQ3_XXS120.4 GBDoesn't fitWon't run——
UD-Q3_K_XL147.5 GBDoesn't fitWon't run——
UD-IQ4_XS156.8 GBDoesn't fitWon't run——
UD-Q4_K_XL199.7 GBDoesn't fitWon't run——
UD-Q5_K_XL240.3 GBDoesn't fitWon't run——
UD-Q6_K_XL291.8 GBDoesn't fitWon't run——
Q8_0341.0 GBDoesn't fitWon't run——
FP16642.8 GBDoesn't fitWon't run——

GLM-5.3 Flash on other hardware

Other models on the MacBook M3 Max 48GB

All models on the MacBook M3 Max 48GB · GLM-5.3 Flash on all hardware

Estimates for a short prompt on a single device. Measured numbers come from community benchmarks (r/LocalLLaMA, localscore.ai and more); others are derived from similar setups or projected from specs. Open source on GitHub.