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Laguna-S-2.1-NVFP4
Performance
16k
tokens
244.5
PP tok/s
7.3
TG tok/s
67006
TTFT (ms)
68.8
Peak mem (GB)
Hardware
Chip
M5 Max (40c)
Memory
128 GB
GPU Cores
40
Software
oMLX
v0.5.3
macOS
macOS 27.0
Context
16,384
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 226.5 | 5.8 | 67.7 GB | view |
| 4k | 254.4 | 5.6 | 67.9 GB | view |
| 8k | 210.7 | 6.3 | 68.3 GB | view |
| 16k | 244.5 | 7.3 | 68.8 GB | current |
| 32k | 235.5 | 6.4 | 70.0 GB | view |
| 64k | 229.7 | 4.6 | 72.3 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 5.8 | 1.00× |
| 2× | 9.7 | 1.67× |
| 4× | 11.9 | 2.05× |