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gemma-4-31B-it-heretic-oQ5
Performance
16k
tokens
173.0
PP tok/s
17.2
TG tok/s
94702
TTFT (ms)
26.7
Peak mem (GB)
Hardware
Chip
M4 Max (40c)
Memory
48 GB
GPU Cores
40
Software
oMLX
v0.3.6
macOS
macOS 26.5
Context
16,384
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 195.5 | 19.6 | 21.7 GB | view |
| 4k | 183.0 | 19.1 | 24.2 GB | view |
| 8k | 170.3 | 18.6 | 25.1 GB | view |
| 16k | 173.0 | 17.2 | 26.7 GB | current |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 19.6 | 1.00× |
| 2× | 27.2 | 1.39× |
| 4× | 29.7 | 1.52× |
| 8× | 31.3 | 1.60× |