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gemma-4-31b-it

M5 Pro (16c) · 48 GB · 4bit · 2026-06-04
Performance
1k
tokens
307.4
PP tok/s
12.3
TG tok/s
3331
TTFT (ms)
17.6
Peak mem (GB)
Hardware
Chip M5 Pro (16c)
Memory 48 GB
GPU Cores 16
Software
oMLX v0.4.2.dev1
macOS macOS 26.5.1
Context 1,024
Performance by Context Length
Context PP tok/s TG tok/s Peak Mem
1k 307.4 12.3 17.6 GB current
4k 303.5 12.2 20.2 GB view
Batching Results
Batch Size TG tok/s Speedup
12.3 1.00×
20.1 1.63×
25.2 2.05×