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gemma-4-26b-a4b-mxfp8
Performance
16k
tokens
1,093
PP tok/s
55.1
TG tok/s
14993
TTFT (ms)
26.9
Peak mem (GB)
Hardware
Chip
M3 Max (40c)
Memory
128 GB
GPU Cores
40
Software
oMLX
v0.3.8
macOS
macOS 15.7.4
Context
16,384
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 860.5 | 61.3 | 25.0 GB | view |
| 4k | 1,107 | 60.3 | 25.9 GB | view |
| 8k | 1,139 | 58.3 | 26.3 GB | view |
| 16k | 1,093 | 55.1 | 26.9 GB | current |
| 32k | 985.1 | 49.5 | 28.2 GB | view |
| 64k | 803.9 | 41.9 | 30.9 GB | view |
| 128k | 583.5 | 31.3 | 36.5 GB | view |
| 195k | 438.7 | 12.8 | 48.4 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 61.3 | 1.00× |
| 2× | 89.5 | 1.46× |
| 4× | 110.4 | 1.80× |