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Huihui-Qwen3.5-27B-Claude-4.6-Opus-abliterated
Performance
4k
tokens
427.7
PP tok/s
12.4
TG tok/s
9578
TTFT (ms)
53.2
Peak mem (GB)
Hardware
Chip
M3 Ultra (80c)
Memory
512 GB
GPU Cores
80
Software
oMLX
v0.3.4
macOS
macOS 26.4
Context
4,096
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 378.5 | 12.5 | 51.7 GB | view |
| 4k | 427.7 | 12.4 | 53.2 GB | current |
| 8k | 432.1 | 12.1 | 53.8 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 12.5 | 1.00× |
| 2× | 13.8 | 1.10× |
| 4× | 27.3 | 2.18× |