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unsloth-gemma-4-E4B-it-qat-oQ4
Performance
16k
tokens
471.3
PP tok/s
36.5
TG tok/s
34765
TTFT (ms)
5.1
Peak mem (GB)
Hardware
Chip
M2 Pro (16c)
Memory
16 GB
GPU Cores
16
Software
oMLX
v0.5.2rc2
macOS
macOS 26.5.2
Context
16,384
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 515.8 | 45.2 | 4.8 GB | view |
| 4k | 495.7 | 43.0 | 4.9 GB | view |
| 8k | 484.5 | 40.8 | 5.0 GB | view |
| 16k | 471.3 | 36.5 | 5.1 GB | current |
| 32k | 447.7 | 31.0 | 5.7 GB | view |
| 64k | 405.1 | 22.8 | 6.6 GB | view |
| 128k | 319.8 | 15.7 | 8.5 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 45.2 | 1.00× |
| 2× | 57.0 | 1.26× |