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gemma-4-12B-it
Performance
16k
tokens
966.2
PP tok/s
18.8
TG tok/s
16957
TTFT (ms)
18.8
Peak mem (GB)
Hardware
Chip
M5 Max (40c)
Memory
48 GB
GPU Cores
40
Software
oMLX
v0.4.2.dev2
macOS
macOS 26.5
Context
16,384
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 540.3 | 18.6 | 18.2 GB | view |
| 4k | 831.6 | 13.6 | 18.6 GB | view |
| 8k | 910.4 | 13.4 | 18.6 GB | view |
| 16k | 966.2 | 18.8 | 18.8 GB | current |
| 32k | 897.2 | 24.5 | 19.2 GB | view |
| 64k | 795.8 | 21.2 | 20.8 GB | view |
| 128k | 637.2 | 18.9 | 24.3 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 18.6 | 1.00× |
| 2× | 32.5 | 1.75× |
| 4× | 52.5 | 2.82× |
| 8× | 120.4 | 6.47× |