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gemma-4-26B-A4B-it-ultra-uncensored-heretic
Performance
16k
tokens
2,011
PP tok/s
63.9
TG tok/s
8147
TTFT (ms)
15.5
Peak mem (GB)
Hardware
Chip
M5 Pro (20c)
Memory
48 GB
GPU Cores
20
Software
oMLX
v0.3.10
macOS
macOS 26.4.1
Context
16,384
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 1,469 | 81.8 | 14.0 GB | view |
| 4k | 1,980 | 77.7 | 14.7 GB | view |
| 8k | 2,077 | 71.9 | 15.0 GB | view |
| 16k | 2,011 | 63.9 | 15.5 GB | current |
| 32k | 1,781 | 51.3 | 16.3 GB | view |
| 64k | 1,393 | 37.0 | 18.3 GB | view |
| 128k | 967.6 | 23.4 | 22.4 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 81.8 | 1.00× |
| 2× | 160.9 | 1.97× |
| 4× | 325.4 | 3.98× |