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gemma-4-26B-A4B-it5bit
Performance
64k
tokens
719.6
PP tok/s
9.8
TG tok/s
91078
TTFT (ms)
20.7
Peak mem (GB)
Hardware
Chip
M2 Ultra (60c)
Memory
64 GB
GPU Cores
60
Software
oMLX
v0.3.7
macOS
macOS 15.7.4
Context
65,536
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 743.4 | 61.8 | 17.1 GB | view |
| 4k | 867.9 | 56.7 | 17.7 GB | view |
| 8k | 895.8 | 50.4 | 17.9 GB | view |
| 16k | 884.4 | 34.8 | 18.3 GB | view |
| 32k | 831.7 | 22.0 | 19.0 GB | view |
| 64k | 719.6 | 9.8 | 20.7 GB | current |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 61.8 | 1.00× |
| 2× | 87.5 | 1.42× |
| 4× | 121.0 | 1.96× |
| 8× | 145.0 | 2.35× |