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gemma-4-E4B-it-heretic-oQ6
Performance
64k
tokens
258.2
PP tok/s
9.1
TG tok/s
253826
TTFT (ms)
9.2
Peak mem (GB)
Hardware
Chip
M3 (10c)
Memory
16 GB
GPU Cores
10
Software
oMLX
v0.3.9.dev2
macOS
macOS 26.5
Context
65,536
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 525.0 | 32.7 | 6.9 GB | view |
| 4k | 527.7 | 30.6 | 7.0 GB | view |
| 8k | 501.3 | 28.0 | 7.2 GB | view |
| 16k | 456.4 | 24.0 | 7.4 GB | view |
| 32k | 358.0 | 11.9 | 8.0 GB | view |
| 64k | 258.2 | 9.1 | 9.2 GB | current |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 32.7 | 1.00× |
| 2× | 15.6 | 0.48× |
| 4× | 23.7 | 0.72× |
| 8× | 26.8 | 0.82× |