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Laguna-S-2.1-oQ5e
Performance
16k
tokens
792.0
PP tok/s
45.5
TG tok/s
20687
TTFT (ms)
74.3
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 | 1,043 | 32.5 | 73.6 GB | view |
| 4k | 846.6 | 54.8 | 73.8 GB | view |
| 16k | 792.0 | 45.5 | 74.3 GB | current |
| 32k | 727.6 | 46.9 | 75.1 GB | view |
| 64k | 658.8 | 40.2 | 76.7 GB | view |
| 128k | 443.5 | 20.5 | 80.0 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 32.5 | 1.00× |
| 2× | 65.4 | 2.01× |
| 4× | 105.0 | 3.23× |