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MiniMax-M2.7-oQ3
Performance
32k
tokens
447.4
PP tok/s
16.4
TG tok/s
73238
TTFT (ms)
103.0
Peak mem (GB)
Hardware
Chip
M3 Ultra (80c)
Memory
512 GB
GPU Cores
80
Software
oMLX
v0.3.6
macOS
macOS 26.2
Context
32,768
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 642.0 | 44.4 | 95.3 GB | view |
| 4k | 773.9 | 39.8 | 96.3 GB | view |
| 8k | 719.2 | 33.5 | 97.2 GB | view |
| 16k | 607.1 | 25.3 | 99.2 GB | view |
| 32k | 447.4 | 16.4 | 103.0 GB | current |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 44.4 | 1.00× |
| 2× | 66.2 | 1.49× |
| 4× | 95.7 | 2.16× |
| 8× | 127.7 | 2.88× |