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MiniMax-M2
Performance
32k
tokens
423.2
PP tok/s
14.9
TG tok/s
77429
TTFT (ms)
235.0
Peak mem (GB)
Hardware
Chip
M3 Ultra (80c)
Memory
512 GB
GPU Cores
80
Software
oMLX
v0.2.7
macOS
macOS 15.7.4
Context
32,768
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 583.3 | 34.2 | 227.2 GB | view |
| 4k | 705.0 | 30.2 | 228.2 GB | view |
| 8k | 660.0 | 26.3 | 229.1 GB | view |
| 16k | 560.8 | 21.3 | 231.1 GB | view |
| 32k | 423.2 | 14.9 | 235.0 GB | current |
| 64k | 282.3 | 9.6 | 242.8 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 34.2 | 1.00× |
| 2× | 50.0 | 1.46× |
| 4× | 65.5 | 1.92× |
| 8× | 98.4 | 2.88× |