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gemma-4-26B-A4B-it
Performance
32k
tokens
611.1
PP tok/s
37.1
TG tok/s
53619
TTFT (ms)
28.0
Peak mem (GB)
Hardware
Chip
M4 Pro (20c)
Memory
64 GB
GPU Cores
20
Software
oMLX
v0.3.8
macOS
macOS 26.4.1
Context
32,768
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 656.1 | 46.4 | 25.8 GB | view |
| 4k | 718.5 | 45.3 | 26.4 GB | view |
| 8k | 726.7 | 44.1 | 26.6 GB | view |
| 16k | 693.5 | 41.5 | 27.1 GB | view |
| 32k | 611.1 | 37.1 | 28.0 GB | current |
| 64k | 509.7 | 30.3 | 29.2 GB | view |
| 128k | 379.2 | 21.7 | 32.7 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 46.4 | 1.00× |
| 2× | 71.7 | 1.55× |
| 4× | 88.2 | 1.90× |
| 8× | 111.1 | 2.39× |