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gemma-4-31B-TurboQuant
Performance
1k
tokens
89.5
PP tok/s
9.5
TG tok/s
11446
TTFT (ms)
17.8
Peak mem (GB)
Hardware
Chip
M4 Pro (20c)
Memory
48 GB
GPU Cores
20
Software
oMLX
v0.3.8
macOS
macOS 26.4.1
Context
1,024
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 89.5 | 9.5 | 17.8 GB | current |
| 4k | 75.1 | 7.8 | 19.3 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 9.5 | 1.00× |
| 2× | 10.1 | 1.06× |
| 4× | 13.5 | 1.42× |