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gemma-4-31b
Performance
4k
tokens
309.0
PP tok/s
7.3
TG tok/s
13260
TTFT (ms)
33.6
Peak mem (GB)
Hardware
Chip
M5 Pro (20c)
Memory
64 GB
GPU Cores
20
Software
oMLX
v0.3.6
macOS
macOS 26.4.1
Context
4,096
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 290.4 | 7.8 | 32.1 GB | view |
| 4k | 309.0 | 7.3 | 33.6 GB | current |
| 8k | 287.4 | 6.3 | 34.0 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 7.8 | 1.00× |
| 2× | 13.4 | 1.72× |
| 4× | 17.8 | 2.28× |
| 8× | 19.0 | 2.44× |