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Harmonic-Hermes-9B-oQ4
Performance
4k
tokens
314.7
PP tok/s
48.3
TG tok/s
13018
TTFT (ms)
6.5
Peak mem (GB)
Hardware
Chip
M4 Pro (16c)
Memory
24 GB
GPU Cores
16
Software
oMLX
v0.3.6
macOS
macOS 26.4.1
Context
4,096
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 318.2 | 49.6 | 5.9 GB | view |
| 4k | 314.7 | 48.3 | 6.5 GB | current |
| 8k | 322.0 | 43.1 | 6.9 GB | view |
| 16k | 309.2 | 42.3 | 7.7 GB | view |
| 32k | 285.2 | 33.8 | 9.2 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 49.6 | 1.00× |
| 2× | 64.5 | 1.30× |
| 4× | 68.7 | 1.39× |
| 8× | 66.4 | 1.34× |