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DeepSeek-R1-Distill-Qwen-7B
Performance
8k
tokens
438.5
PP tok/s
45.0
TG tok/s
18683
TTFT (ms)
5.0
Peak mem (GB)
Hardware
Chip
M4 Pro (20c)
Memory
64 GB
GPU Cores
20
Software
oMLX
v0.2.20
macOS
macOS 15.7.3
Context
8,192
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 498.9 | 54.1 | 4.8 GB | view |
| 4k | 489.2 | 50.0 | 4.9 GB | view |
| 8k | 438.5 | 45.0 | 5.0 GB | current |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 54.1 | 1.00× |
| 2× | 99.4 | 1.84× |
| 4× | 110.6 | 2.04× |