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gemma-3-27b-it-qat
Performance
8k
tokens
401.3
PP tok/s
27.6
TG tok/s
20415
TTFT (ms)
18.0
Peak mem (GB)
Hardware
Chip
M3 Ultra (80c)
Memory
512 GB
GPU Cores
80
Software
oMLX
v0.2.7
macOS
macOS 15.7.4
Context
8,192
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 397.3 | 20.3 | 16.8 GB | view |
| 4k | 401.6 | 31.1 | 17.7 GB | view |
| 8k | 401.3 | 27.6 | 18.0 GB | current |
| 16k | 400.0 | 23.2 | 18.6 GB | view |
| 32k | 390.2 | 18.7 | 19.9 GB | view |
| 64k | 370.0 | 12.7 | 22.5 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 20.3 | 1.00× |
| 2× | 56.7 | 2.79× |
| 4× | 74.4 | 3.67× |
| 8× | 85.8 | 4.23× |