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gemma-4-26b-a4b-it
Performance
64k
tokens
1,494
PP tok/s
28.5
TG tok/s
43869
TTFT (ms)
17.7
Peak mem (GB)
Hardware
Chip
M3 Ultra (80c)
Memory
512 GB
GPU Cores
80
Software
oMLX
v0.3.6
macOS
macOS 15.3
Context
65,536
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 1,271 | 96.6 | 14.2 GB | view |
| 4k | 1,957 | 89.2 | 14.7 GB | view |
| 8k | 2,134 | 75.9 | 14.8 GB | view |
| 16k | 2,091 | 59.0 | 15.2 GB | view |
| 32k | 1,879 | 45.4 | 16.0 GB | view |
| 64k | 1,494 | 28.5 | 17.7 GB | current |
| 128k | 1,022 | 15.9 | 21.2 GB | view |
| 195k | 751.3 | 10.7 | 24.8 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 96.6 | 1.00× |
| 2× | 137.7 | 1.43× |
| 4× | 217.8 | 2.25× |
| 8× | 268.7 | 2.78× |