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gemma-4-31b-it
Performance
1k
tokens
307.4
PP tok/s
12.3
TG tok/s
3331
TTFT (ms)
17.6
Peak mem (GB)
Hardware
Chip
M5 Pro (16c)
Memory
48 GB
GPU Cores
16
Software
oMLX
v0.4.2.dev1
macOS
macOS 26.5.1
Context
1,024
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 307.4 | 12.3 | 17.6 GB | current |
| 4k | 303.5 | 12.2 | 20.2 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 12.3 | 1.00× |
| 2× | 20.1 | 1.63× |
| 4× | 25.2 | 2.05× |