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gemma-4-26b-a4b-it
Performance
16k
tokens
2,088
PP tok/s
61.2
TG tok/s
7848
TTFT (ms)
15.2
Peak mem (GB)
Hardware
Chip
M3 Ultra (80c)
Memory
512 GB
GPU Cores
80
Software
oMLX
v0.3.6
macOS
macOS 15.3
Context
16,384
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 1,479 | 95.2 | 14.2 GB | view |
| 4k | 2,023 | 86.5 | 14.7 GB | view |
| 8k | 2,110 | 75.2 | 14.8 GB | view |
| 16k | 2,088 | 61.2 | 15.2 GB | current |
| 32k | 1,881 | 43.2 | 16.0 GB | view |
| 64k | 1,467 | 25.2 | 17.7 GB | view |
| 128k | 1,022 | 14.8 | 21.2 GB | view |
| 195k | 751.4 | 10.0 | 24.8 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 95.2 | 1.00× |
| 2× | 139.4 | 1.46× |
| 4× | 222.0 | 2.33× |
| 8× | 302.5 | 3.18× |