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gemma-4-31B-TurboQuant
Performance
4k
tokens
92.6
PP tok/s
6.5
TG tok/s
44254
TTFT (ms)
33.6
Peak mem (GB)
Hardware
Chip
M4 Pro (20c)
Memory
48 GB
GPU Cores
20
Software
oMLX
v0.3.7
macOS
macOS 26.4.1
Context
4,096
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 99.0 | 7.1 | 32.1 GB | view |
| 4k | 92.6 | 6.5 | 33.6 GB | current |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 7.1 | 1.00× |
| 2× | 13.2 | 1.86× |
| 4× | 16.6 | 2.34× |