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gemma-4-E4B-it-heretic-oQ6
Performance
8k
tokens
519.1
PP tok/s
43.1
TG tok/s
15783
TTFT (ms)
7.2
Peak mem (GB)
Hardware
Chip
M3 (10c)
Memory
16 GB
GPU Cores
10
Software
oMLX
v0.3.9.dev2
macOS
macOS 26.5
Context
8,192
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 519.6 | 48.5 | 6.9 GB | view |
| 4k | 527.9 | 44.9 | 7.0 GB | view |
| 8k | 519.1 | 43.1 | 7.2 GB | current |
| 16k | 463.5 | 38.0 | 7.4 GB | view |
| 32k | 392.1 | 21.4 | 8.0 GB | view |
| 64k | 262.3 | 14.4 | 9.2 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 48.5 | 1.00× |
| 2× | 17.7 | 0.36× |
| 4× | 26.6 | 0.55× |
| 8× | 28.9 | 0.60× |