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Qwen2.5-7B-Instruct
Performance
1k
tokens
142.4
PP tok/s
14.3
TG tok/s
7189
TTFT (ms)
4.5
Peak mem (GB)
Hardware
Chip
M1 (8c)
Memory
16 GB
GPU Cores
8
Software
oMLX
v0.2.7
macOS
macOS 26.3.1
Context
1,024
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 142.4 | 14.3 | 4.5 GB | current |
| 4k | 138.3 | 10.5 | 4.8 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 14.3 | 1.00× |
| 2× | 19.2 | 1.34× |
| 4× | 23.3 | 1.63× |
| 8× | 29.6 | 2.07× |