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MiniMax-M2.7
Performance
4k
tokens
742.2
PP tok/s
30.3
TG tok/s
5519
TTFT (ms)
228.2
Peak mem (GB)
Hardware
Chip
M3 Ultra (80c)
Memory
512 GB
GPU Cores
80
Software
oMLX
v0.3.6
macOS
macOS 26.4
Context
4,096
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 606.1 | 34.2 | 227.2 GB | view |
| 4k | 742.2 | 30.3 | 228.2 GB | current |
| 195k | 109.6 | 4.0 | 275.2 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 34.2 | 1.00× |
| 2× | 48.7 | 1.42× |
| 4× | 62.9 | 1.84× |