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gemma-4-26b-a4b-it
Performance
16k
tokens
2,016
PP tok/s
54.9
TG tok/s
8128
TTFT (ms)
49.1
Peak mem (GB)
Hardware
Chip
M3 Ultra (80c)
Memory
512 GB
GPU Cores
80
Software
oMLX
v0.3.10
macOS
macOS 26.4.1
Context
16,384
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 1,259 | 62.9 | 47.8 GB | view |
| 4k | 1,750 | 61.3 | 48.5 GB | view |
| 8k | 2,061 | 59.4 | 48.8 GB | view |
| 16k | 2,016 | 54.9 | 49.1 GB | current |
| 32k | 1,817 | 48.9 | 50.0 GB | view |
| 64k | 1,485 | 38.5 | 52.0 GB | view |
| 128k | 1,056 | 26.6 | 56.2 GB | view |
| 195k | 789.4 | 20.2 | 61.2 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 62.9 | 1.00× |
| 2× | 63.0 | 1.00× |
| 4× | 106.0 | 1.69× |
| 8× | 79.5 | 1.26× |