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Qwen2.5-Coder-7B-Instruct
Performance
4k
tokens
243.2
PP tok/s
11.1
TG tok/s
16843
TTFT (ms)
15.0
Peak mem (GB)
Hardware
Chip
M1 Pro (16c)
Memory
32 GB
GPU Cores
16
Software
oMLX
v0.2.7
macOS
macOS 15.7.3
Context
4,096
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 241.9 | 11.7 | 14.7 GB | view |
| 4k | 243.2 | 11.1 | 15.0 GB | current |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 11.7 | 1.00× |
| 2× | 8.6 | 0.74× |
| 4× | 16.9 | 1.44× |
| 8× | 32.5 | 2.78× |