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gemma-4-26b-a4b-it
Performance
16k
tokens
3,634
PP tok/s
93.4
TG tok/s
4509
TTFT (ms)
15.6
Peak mem (GB)
Hardware
Chip
M5 Max (40c)
Memory
128 GB
GPU Cores
40
Software
oMLX
v0.3.9.dev1
macOS
macOS 26.5
Context
16,384
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 2,045 | 110.4 | 14.3 GB | view |
| 4k | 3,374 | 106.4 | 14.9 GB | view |
| 8k | 3,678 | 103.5 | 15.1 GB | view |
| 16k | 3,634 | 93.4 | 15.6 GB | current |
| 32k | 3,166 | 78.8 | 16.5 GB | view |
| 64k | 2,383 | 59.2 | 18.5 GB | view |
| 128k | 1,652 | 41.7 | 22.6 GB | view |
| 195k | 1,186 | 28.4 | 27.5 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 110.4 | 1.00× |
| 2× | 147.3 | 1.33× |
| 4× | 188.5 | 1.71× |
| 8× | 206.1 | 1.87× |