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gemma-4-26b-a4b-it-mxfp8
Performance
16k
tokens
1,576
PP tok/s
33.2
TG tok/s
10397
TTFT (ms)
27.1
Peak mem (GB)
Hardware
Chip
M5 Pro (16c)
Memory
48 GB
GPU Cores
16
Software
oMLX
v0.3.2
macOS
macOS 26.3
Context
16,384
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 1,207 | 43.2 | 26.1 GB | view |
| 4k | 1,420 | 41.2 | 26.5 GB | view |
| 8k | 1,628 | 38.3 | 26.7 GB | view |
| 16k | 1,576 | 33.2 | 27.1 GB | current |
| 32k | 1,457 | 25.7 | 27.9 GB | view |
| 64k | 1,168 | 13.4 | 29.6 GB | view |
| 128k | 817.5 | 6.4 | 33.1 GB | view |
| 195k | 567.7 | 8.0 | 36.8 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 43.2 | 1.00× |
| 2× | 57.3 | 1.33× |
| 4× | 72.0 | 1.67× |