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OmniCoder-9B
Performance
16k
tokens
460.3
PP tok/s
24.4
TG tok/s
35593
TTFT (ms)
10.8
Peak mem (GB)
Hardware
Chip
M4 Max (40c)
Memory
48 GB
GPU Cores
40
Software
oMLX
v0.2.10
macOS
macOS 26.3
Context
16,384
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 536.6 | 35.7 | 9.9 GB | view |
| 4k | 437.5 | 33.8 | 10.1 GB | view |
| 8k | 457.0 | 33.3 | 10.3 GB | view |
| 16k | 460.3 | 24.4 | 10.8 GB | current |
| 32k | 469.8 | 24.0 | 11.9 GB | view |
| 64k | 413.8 | 15.5 | 13.9 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 35.7 | 1.00× |
| 2× | 74.9 | 2.10× |
| 4× | 93.7 | 2.62× |