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gemma-4-E4B-it-heretic-oQ6
Performance
16k
tokens
433.1
PP tok/s
29.7
TG tok/s
37827
TTFT (ms)
7.4
Peak mem (GB)
Hardware
Chip
M3 (10c)
Memory
16 GB
GPU Cores
10
Software
oMLX
v0.3.9.dev2
macOS
macOS 26.5
Context
16,384
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 523.5 | 48.8 | 6.9 GB | view |
| 4k | 527.5 | 45.2 | 7.0 GB | view |
| 8k | 496.6 | 42.4 | 7.2 GB | view |
| 16k | 433.1 | 29.7 | 7.4 GB | current |
| 32k | 237.7 | 17.2 | 8.0 GB | view |
| 64k | 190.9 | 10.7 | 9.2 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 48.8 | 1.00× |
| 2× | 14.8 | 0.30× |
| 4× | 19.7 | 0.40× |
| 8× | 22.2 | 0.45× |