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gemma-4-26B-A4B-it
Performance
195k
tokens
623.6
PP tok/s
22.2
TG tok/s
320714
TTFT (ms)
39.2
Peak mem (GB)
Hardware
Chip
M3 Ultra (60c)
Memory
96 GB
GPU Cores
60
Software
oMLX
v0.3.12
macOS
macOS 26.5
Context
200,000
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 1,319 | 82.8 | 25.8 GB | view |
| 4k | 1,652 | 79.9 | 26.4 GB | view |
| 8k | 1,692 | 76.2 | 26.6 GB | view |
| 16k | 1,625 | 70.4 | 27.1 GB | view |
| 32k | 1,464 | 60.0 | 28.0 GB | view |
| 64k | 1,137 | 45.3 | 30.0 GB | view |
| 128k | 848.8 | 30.2 | 34.2 GB | view |
| 195k | 623.6 | 22.2 | 39.2 GB | current |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 82.8 | 1.00× |
| 2× | 122.1 | 1.47× |
| 4× | 168.5 | 2.04× |
| 8× | 230.3 | 2.78× |