Performance
4k
tokens
180.1
PP tok/s
13.8
TG tok/s
22747
TTFT (ms)
394.1
Peak mem (GB)
Hardware
Chip
M3 Ultra (80c)
Memory
512 GB
GPU Cores
80
Software
oMLX
v0.2.6
macOS
macOS 15.5
Context
4,096
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 186.0 | 16.6 | 391.8 GB | view |
| 4k | 180.1 | 13.8 | 394.1 GB | current |
| 8k | 154.2 | 13.1 | 396.7 GB | view |
| 16k | 117.3 | 12.0 | 402.7 GB | view |
| 32k | 77.3 | 10.4 | 415.4 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 16.6 | 1.00× |
| 2× | 23.5 | 1.42× |
| 4× | 30.3 | 1.83× |
| 8× | 43.5 | 2.62× |