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gemma-4-26b-a4b-it
Performance
32k
tokens
1,595
PP tok/s
39.4
TG tok/s
20546
TTFT (ms)
21.7
Peak mem (GB)
Hardware
Chip
M5 Pro (20c)
Memory
64 GB
GPU Cores
20
Software
oMLX
v0.3.8
macOS
macOS 26.5.1
Context
32,768
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 1,345 | 55.8 | 20.0 GB | view |
| 4k | 1,786 | 53.9 | 20.7 GB | view |
| 8k | 1,870 | 51.2 | 20.8 GB | view |
| 16k | 1,802 | 46.6 | 21.3 GB | view |
| 32k | 1,595 | 39.4 | 21.7 GB | current |
| 64k | 1,264 | 30.5 | 23.4 GB | view |
| 128k | 786.8 | 19.4 | 27.0 GB | view |
| 195k | 554.0 | 15.1 | 30.7 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 55.8 | 1.00× |
| 2× | 71.5 | 1.28× |
| 4× | 87.1 | 1.56× |
| 8× | 104.7 | 1.88× |