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gemma-4-31B-it-oQ6
Performance
16k
tokens
238.6
PP tok/s
17.7
TG tok/s
68661
TTFT (ms)
29.6
Peak mem (GB)
Hardware
Chip
M3 Ultra (60c)
Memory
256 GB
GPU Cores
60
Software
oMLX
v0.3.8
macOS
macOS 26.3
Context
16,384
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 244.7 | 22.2 | 25.3 GB | view |
| 4k | 248.2 | 21.4 | 27.9 GB | view |
| 8k | 246.5 | 20.8 | 28.4 GB | view |
| 16k | 238.6 | 17.7 | 29.6 GB | current |
| 32k | 222.7 | 17.7 | 32.5 GB | view |
| 64k | 194.5 | 13.1 | 38.5 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 22.2 | 1.00× |
| 2× | 30.5 | 1.37× |
| 4× | 34.5 | 1.55× |
| 8× | 38.5 | 1.73× |