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Harmonic-Hermes-9B
Performance
8k
tokens
2,840
PP tok/s
55.9
TG tok/s
2884
TTFT (ms)
11.0
Peak mem (GB)
Hardware
Chip
M5 Max (40c)
Memory
128 GB
GPU Cores
40
Software
oMLX
v0.3.4
macOS
macOS 26.5
Context
8,192
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 1,979 | 59.0 | 9.9 GB | view |
| 4k | 2,779 | 57.6 | 10.6 GB | view |
| 8k | 2,840 | 55.9 | 11.0 GB | current |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 59.0 | 1.00× |
| 2× | 110.8 | 1.88× |
| 4× | 150.8 | 2.56× |