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gemma-4-31b-it
Performance
4k
tokens
201.4
PP tok/s
22.3
TG tok/s
20334
TTFT (ms)
19.3
Peak mem (GB)
Hardware
Chip
M4 Max (40c)
Memory
128 GB
GPU Cores
40
Software
oMLX
v0.3.5.dev1
macOS
macOS 26.4
Context
4,096
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 200.8 | 23.5 | 17.6 GB | view |
| 4k | 201.4 | 22.3 | 19.3 GB | current |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 23.5 | 1.00× |
| 2× | 40.6 | 1.73× |
| 4× | 45.3 | 1.93× |