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gemma-4-E2B-it-qat
Performance
64k
tokens
3,232
PP tok/s
35.0
TG tok/s
20279
TTFT (ms)
5.3
Peak mem (GB)
Hardware
Chip
M5 (10c)
Memory
24 GB
GPU Cores
10
Software
oMLX
v0.4.2.dev3
macOS
macOS 26.5.1
Context
65,536
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 3,546 | 49.9 | 3.7 GB | view |
| 4k | 4,909 | 50.8 | 3.7 GB | view |
| 16k | 4,770 | 47.1 | 4.0 GB | view |
| 32k | 4,213 | 42.1 | 4.4 GB | view |
| 64k | 3,232 | 35.0 | 5.3 GB | current |
| 128k | 2,161 | 25.1 | 6.7 GB | view |
| 195k | 1,578 | 17.7 | 9.2 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 49.9 | 1.00× |
| 2× | 88.6 | 1.78× |
| 4× | 117.8 | 2.36× |
| 8× | 141.8 | 2.84× |