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Laguna-S-2.1-NVFP4
Performance
32k
tokens
943.9
PP tok/s
36.4
TG tok/s
34718
TTFT (ms)
70.0
Peak mem (GB)
Hardware
Chip
M5 Max (40c)
Memory
128 GB
GPU Cores
40
Software
oMLX
v0.5.3
macOS
macOS 26.5.1
Context
32,768
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 593.0 | 43.1 | 67.7 GB | view |
| 4k | 1,143 | 42.4 | 67.9 GB | view |
| 8k | 1,076 | 41.1 | 68.3 GB | view |
| 16k | 1,030 | 39.4 | 68.8 GB | view |
| 32k | 943.9 | 36.4 | 70.0 GB | current |
| 64k | 842.4 | 32.1 | 72.3 GB | view |
| 128k | 611.6 | 24.1 | 77.0 GB | view |
| 195k | 472.8 | 18.6 | 83.5 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 43.1 | 1.00× |
| 2× | 35.3 | 0.82× |
| 4× | 61.6 | 1.43× |