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gemma-4-26b-a4b-it-mxfp8
Performance
16k
tokens
1,281
PP tok/s
37.9
TG tok/s
12790
TTFT (ms)
27.2
Peak mem (GB)
Hardware
Chip
M4 Max (40c)
Memory
128 GB
GPU Cores
40
Software
oMLX
v0.3.2
macOS
macOS 15.7.5
Context
16,384
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 1,358 | 57.8 | 26.1 GB | view |
| 4k | 1,365 | 55.7 | 26.6 GB | view |
| 8k | 1,327 | 51.2 | 26.8 GB | view |
| 16k | 1,281 | 37.9 | 27.2 GB | current |
| 32k | 1,153 | 24.9 | 28.0 GB | view |
| 64k | 951.6 | 14.7 | 29.7 GB | view |
| 128k | 685.3 | 1.2 | 33.3 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 57.8 | 1.00× |
| 2× | 79.9 | 1.38× |
| 4× | 108.6 | 1.88× |