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MiniMax-M2.5
Performance
32k
tokens
429.4
PP tok/s
15.6
TG tok/s
76318
TTFT (ms)
235.0
Peak mem (GB)
Hardware
Chip
M3 Ultra (80c)
Memory
512 GB
GPU Cores
80
Software
oMLX
v0.2.6
macOS
macOS 26.3
Context
32,768
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 564.2 | 33.2 | 227.2 GB | view |
| 4k | 702.1 | 30.1 | 228.2 GB | view |
| 8k | 666.0 | 26.9 | 229.1 GB | view |
| 16k | 570.5 | 21.8 | 231.1 GB | view |
| 32k | 429.4 | 15.6 | 235.0 GB | current |
| 64k | 284.2 | 10.9 | 242.8 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 33.2 | 1.00× |
| 2× | 49.7 | 1.50× |
| 4× | 63.1 | 1.90× |