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GLM-54.8bit

M3 Ultra (80c) · 512 GB · 6bit · 2026-03-15
Performance
4k
tokens
180.7
PP tok/s
13.5
TG tok/s
22667
TTFT (ms)
422.3
Peak mem (GB)
Hardware
Chip M3 Ultra (80c)
Memory 512 GB
GPU Cores 80
Software
oMLX v0.2.12
macOS macOS 26.3.1
Context 4,096
Performance by Context Length
Context PP tok/s TG tok/s Peak Mem
1k 186.0 16.4 420.0 GB view
4k 180.7 13.5 422.3 GB current
Batching Results
Batch Size TG tok/s Speedup
1× 16.4 1.00×
2× 23.0 1.40×