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gemma-4-31b
Performance
1k
tokens
168.4
PP tok/s
9.0
TG tok/s
6087
TTFT (ms)
58.9
Peak mem (GB)
Hardware
Chip
M1 Ultra (64c)
Memory
128 GB
GPU Cores
64
Software
oMLX
v0.3.6
macOS
macOS 26.4.1
Context
1,024
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 168.4 | 9.0 | 58.9 GB | current |
| 4k | 177.1 | 8.3 | 60.3 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 9.0 | 1.00× |
| 2× | 5.4 | 0.60× |
| 4× | 10.3 | 1.14× |