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Qwen2.5-Coder-7B-Instruct
Performance
4k
tokens
295.2
PP tok/s
11.8
TG tok/s
13877
TTFT (ms)
15.1
Peak mem (GB)
Hardware
Chip
M2 Pro (16c)
Memory
32 GB
GPU Cores
16
Software
oMLX
v0.3.8
macOS
macOS 26.5
Context
4,096
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 290.0 | 12.0 | 14.7 GB | view |
| 4k | 295.2 | 11.8 | 15.1 GB | current |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 12.0 | 1.00× |
| 2× | 10.8 | 0.90× |
| 4× | 20.7 | 1.72× |