← Back to community benchmarks
Meta-Llama-3.1-8B-Instruct
Performance
1k
tokens
168.3
PP tok/s
21.7
TG tok/s
6091
TTFT (ms)
4.9
Peak mem (GB)
Hardware
Chip
M4 (8c)
Memory
16 GB
GPU Cores
8
Software
oMLX
v0.2.7
macOS
macOS 26.3
Context
1,024
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 168.3 | 21.7 | 4.9 GB | current |
| 4k | 160.1 | 19.9 | 5.3 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 21.7 | 1.00× |
| 2× | 38.3 | 1.76× |
| 4× | 37.5 | 1.73× |