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gemma-4-31b-it-mxfp8
Performance
4k
tokens
189.1
PP tok/s
12.4
TG tok/s
21661
TTFT (ms)
32.8
Peak mem (GB)
Hardware
Chip
M4 Max (40c)
Memory
128 GB
GPU Cores
40
Software
oMLX
v0.3.4
macOS
macOS 26.4
Context
4,096
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 189.0 | 13.4 | 30.9 GB | view |
| 4k | 189.1 | 12.4 | 32.8 GB | current |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 13.4 | 1.00× |
| 2× | 20.1 | 1.50× |
| 4× | 21.6 | 1.61× |