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Qwen2.5-7B-Instruct
Performance
4k
tokens
249.2
PP tok/s
32.9
TG tok/s
16435
TTFT (ms)
4.9
Peak mem (GB)
Hardware
Chip
M1 Pro (14c)
Memory
16 GB
GPU Cores
14
Software
oMLX
v0.3.8.dev3
macOS
macOS 26.3.1
Context
4,096
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 237.2 | 36.3 | 4.8 GB | view |
| 4k | 249.2 | 32.9 | 4.9 GB | current |
| 8k | 225.4 | 28.0 | 5.1 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 36.3 | 1.00× |
| 2× | 47.3 | 1.30× |
| 4× | 50.2 | 1.38× |