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gemma-4-26B-A4B-it-oQ3
Performance
16k
tokens
539.1
PP tok/s
37.8
TG tok/s
30390
TTFT (ms)
12.4
Peak mem (GB)
Hardware
Chip
M2 Pro (19c)
Memory
32 GB
GPU Cores
19
Software
oMLX
v0.3.8
macOS
macOS 15.7.5
Context
16,384
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 497.2 | 46.1 | 11.4 GB | view |
| 4k | 553.7 | 45.2 | 11.8 GB | view |
| 8k | 562.7 | 42.2 | 12.3 GB | view |
| 16k | 539.1 | 37.8 | 12.4 GB | current |
| 32k | 488.9 | 21.2 | 13.2 GB | view |
| 64k | 405.9 | 13.8 | 14.8 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 46.1 | 1.00× |
| 2× | 59.8 | 1.30× |
| 4× | 69.1 | 1.50× |
| 8× | 137.8 | 2.99× |