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llama-3.1-8b-instruct
Performance
4k
tokens
27.2
PP tok/s
1.6
TG tok/s
150349
TTFT (ms)
5.3
Peak mem (GB)
Hardware
Chip
M4 (10c)
Memory
16 GB
GPU Cores
10
Software
oMLX
v0.2.7
macOS
macOS 15.6.1
Context
4,096
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 236.2 | 20.5 | 4.9 GB | view |
| 4k | 27.2 | 1.6 | 5.3 GB | current |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 20.5 | 1.00× |
| 2× | 38.3 | 1.87× |
| 4× | 54.2 | 2.64× |