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Can I run this LLM?

Can a MacBook Pro M3 Pro (36GB) run GLM-4.7 Flash (MoE)?

GLM · MIT · estimated for a 36.0 GB machine at 4K context.

Yes — it runs great.

Runs great

Best fit: GLM-4.7 Flash (MoE) at Q5_K_M · 21.4 GB weights · 34–51 tok/s on a MacBook Pro M3 Pro (36GB).

Arena Text Overall · style-controlled

1,365Q5_K_M untested

glm-4.7-flash · published configuration reference · Q5_K_M not tested

Arena Text Overall (style-controlled), exact published entry glm-4.7-flash, 2026-10-08: reference rating 1,364.7. Published confidence bounds 1,359–1,370.4. 12,020 votes. Published glm-4.7-flash configuration reference. Reasoning mode is not disclosed by the Arena dataset. Tested precision, runtime and sampling settings are not disclosed in this dataset. Selected Q5_K_M has not been measured by this Arena entry. No quantization quality adjustment is applied.

Snapshot published 2026-10-08 · snapshot imported 2026-10-11 UTC · validated last-good data · manual refresh

Arena leaderboard dataset · Arena / lmarena-ai, Arena Leaderboard Dataset (CC BY 4.0). Selected Text Overall style-controlled rows; field names adapted, ratings unchanged. · dataset CC BY 4.0 · revision e16f90232986

Total memory at 4K context
22.4 GB
Weights + KV cache + runtime overhead
Estimated generation
34–51 tok/s
Estimated first token
~6.2s

Every quantization on this machine

On small screens, each quant lists every metric below its name. On wider screens, scroll sideways for total memory, speed and fit. Keyboard: focus the table, then use the arrow keys. Quant names stay visible.

GLM-4.7 Flash (MoE) quantizations on MacBook Pro M3 Pro (36GB), estimated at 4K context. Weights and total memory are shown separately.
QuantWeightsTotal memorySpeedFit
Q2_K11.3 GB12.4 GB52–78 tok/sRuns great
Q3_K_M14.6 GB15.6 GB44–67 tok/sRuns great
Q4_K_M18.3 GB19.3 GB38–57 tok/sRuns great
Q5_K_M21.4 GB22.4 GB34–51 tok/sRuns great
Q6_K24.7 GB25.7 GB— not residentWon't fit
Q8_031.8 GB32.9 GB— not residentWon't fit
FP1659.9 GB60.9 GB— not residentWon't fit

Ran GLM-4.7 Flash (MoE) on a MacBook Pro M3 Pro (36GB)? Add your real numbers →