Performance
4k
tokens
197.8
PP tok/s
26.9
TG tok/s
20709
TTFT (ms)
18.2
Peak mem (GB)
Hardware
Chip
M3 Max (40c)
Memory
128 GB
GPU Cores
40
Software
oMLX
v0.3.9.dev1
macOS
macOS 15.7.5
Context
4,096
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 189.2 | 21.2 | 16.8 GB | view |
| 4k | 197.8 | 26.9 | 18.2 GB | current |
| 8k | 194.2 | 23.2 | 19.2 GB | view |
| 16k | 133.8 | 8.3 | 20.7 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 21.2 | 1.00× |
| 2× | 12.2 | 0.58× |
| 4× | 54.3 | 2.56× |
| 8× | 70.5 | 3.33× |