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Qwen2.5-Coder-7B-Instruct
Performance
8k
tokens
376.5
PP tok/s
44.2
TG tok/s
21759
TTFT (ms)
5.0
Peak mem (GB)
Hardware
Chip
M4 Pro (16c)
Memory
24 GB
GPU Cores
16
Software
oMLX
v0.2.19
macOS
macOS 26.2
Context
8,192
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 403.7 | 54.9 | 4.8 GB | view |
| 4k | 395.7 | 50.1 | 4.9 GB | view |
| 8k | 376.5 | 44.2 | 5.0 GB | current |
| 16k | 337.9 | 38.3 | 5.5 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 54.9 | 1.00× |
| 2× | 86.6 | 1.58× |
| 4× | 92.1 | 1.68× |