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gemma-4-26b-a4b-it
Performance
16k
tokens
692.4
PP tok/s
29.6
TG tok/s
23664
TTFT (ms)
26.7
Peak mem (GB)
Hardware
Chip
M4 Pro (20c)
Memory
64 GB
GPU Cores
20
Software
oMLX
v0.3.4
macOS
macOS 26.4
Context
16,384
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 643.5 | 45.1 | 25.7 GB | view |
| 4k | 705.7 | 43.2 | 26.2 GB | view |
| 8k | 726.5 | 39.9 | 26.3 GB | view |
| 16k | 692.4 | 29.6 | 26.7 GB | current |
| 32k | 605.0 | 20.9 | 27.5 GB | view |
| 64k | 503.8 | 14.5 | 29.2 GB | view |
| 128k | 370.5 | 8.1 | 32.7 GB | view |
| 195k | 280.3 | 6.4 | 36.5 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 45.1 | 1.00× |
| 2× | 65.2 | 1.45× |
| 4× | 82.6 | 1.83× |
| 8× | 105.8 | 2.35× |