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Qwen2.5-Coder-7B-Instruct
Performance
1k
tokens
247.4
PP tok/s
37.8
TG tok/s
4138
TTFT (ms)
4.8
Peak mem (GB)
Hardware
Chip
M1 Pro (14c)
Memory
16 GB
GPU Cores
14
Software
oMLX
v0.3.8
macOS
macOS 26.5
Context
1,024
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 247.4 | 37.8 | 4.8 GB | current |
| 4k | 253.1 | 34.7 | 4.9 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 37.8 | 1.00× |
| 2× | 47.4 | 1.25× |
| 4× | 49.9 | 1.32× |