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gemma-4-31b-it
Performance
1k
tokens
171.4
PP tok/s
18.7
TG tok/s
5975
TTFT (ms)
17.6
Peak mem (GB)
Hardware
Chip
M3 Max (40c)
Memory
48 GB
GPU Cores
40
Software
oMLX
v0.3.4
macOS
macOS 26.4.1
Context
1,024
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 171.4 | 18.7 | 17.6 GB | current |
| 4k | 162.2 | 16.9 | 19.4 GB | view |
| 8k | 163.2 | 13.6 | 19.7 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 18.7 | 1.00× |
| 2× | 26.1 | 1.40× |
| 4× | 29.8 | 1.59× |