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gemma-4-31b-it-oQ6e
Performance
32k
tokens
546.9
PP tok/s
14.4
TG tok/s
59921
TTFT (ms)
51.3
Peak mem (GB)
Hardware
Chip
M5 Max (40c)
Memory
128 GB
GPU Cores
40
Software
oMLX
v0.5.2.dev1
macOS
macOS 27.0
Context
32,768
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 713.5 | 18.1 | 25.3 GB | view |
| 4k | 655.2 | 17.5 | 27.3 GB | view |
| 32k | 546.9 | 14.4 | 51.3 GB | current |
| 64k | 415.8 | 11.0 | 78.9 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 18.1 | 1.00× |
| 2× | 33.5 | 1.85× |
| 4× | 54.9 | 3.03× |