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Laguna-XS-2.1
Performance
16k
tokens
2,119
PP tok/s
87.7
TG tok/s
7734
TTFT (ms)
35.7
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 | 2,835 | 97.4 | 33.7 GB | view |
| 4k | 2,347 | 92.7 | 33.8 GB | view |
| 16k | 2,119 | 87.7 | 35.7 GB | current |
| 32k | 1,843 | 78.0 | 38.2 GB | view |
| 64k | 1,505 | 64.5 | 43.2 GB | view |
| 128k | 1,106 | 48.8 | 53.2 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 97.4 | 1.00× |
| 2× | 149.8 | 1.54× |
| 4× | 234.5 | 2.41× |
| 8× | 466.6 | 4.79× |