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gemma-4-31b-it-UD
Performance
4k
tokens
99.7
PP tok/s
9.7
TG tok/s
41065
TTFT (ms)
23.8
Peak mem (GB)
Hardware
Chip
M4 Pro (20c)
Memory
64 GB
GPU Cores
20
Software
oMLX
v0.3.7
macOS
macOS 26.3
Context
4,096
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 102.1 | 10.1 | 22.1 GB | view |
| 4k | 99.7 | 9.7 | 23.8 GB | current |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 10.1 | 1.00× |
| 2× | 16.6 | 1.64× |
| 4× | 20.2 | 2.00× |