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Llama-3.1-8B-Instruct
Performance
1k
tokens
269.4
PP tok/s
11.3
TG tok/s
3805
TTFT (ms)
15.4
Peak mem (GB)
Hardware
Chip
M1 Pro (16c)
Memory
32 GB
GPU Cores
16
Software
oMLX
v0.2.14
macOS
macOS 15.7.4
Context
1,024
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 269.4 | 11.3 | 15.4 GB | current |
| 4k | 266.6 | 10.7 | 16.0 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 11.3 | 1.00× |
| 2× | 9.7 | 0.86× |
| 4× | 18.9 | 1.67× |