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gemma-3-27b-it-qat
Performance
8k
tokens
297.8
PP tok/s
22.7
TG tok/s
27512
TTFT (ms)
24.6
Peak mem (GB)
Hardware
Chip
M3 Ultra (60c)
Memory
256 GB
GPU Cores
60
Software
oMLX
v0.2.7
macOS
macOS 26.3.1
Context
8,192
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 296.6 | 24.1 | 23.3 GB | view |
| 4k | 298.7 | 24.3 | 24.3 GB | view |
| 8k | 297.8 | 22.7 | 24.6 GB | current |
| 16k | 293.7 | 18.4 | 25.3 GB | view |
| 32k | 286.9 | 12.2 | 26.5 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 24.1 | 1.00× |
| 2× | 25.7 | 1.07× |
| 4× | 32.5 | 1.35× |