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Huihui-Qwen3-Next-80B-A3B-Instruct-abliterated
Performance
4k
tokens
1,309
PP tok/s
84.2
TG tok/s
3130
TTFT (ms)
43.2
Peak mem (GB)
Hardware
Chip
M4 Max (40c)
Memory
128 GB
GPU Cores
40
Software
oMLX
v0.2.6
macOS
macOS 26.4
Context
4,096
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 1,147 | 88.8 | 43.0 GB | view |
| 4k | 1,309 | 84.2 | 43.2 GB | current |
| 8k | 1,296 | 80.0 | 43.4 GB | view |
| 16k | 1,214 | 64.9 | 43.9 GB | view |
| 32k | 1,053 | 40.1 | 44.7 GB | view |
| 64k | 830.1 | 26.7 | 46.5 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 88.8 | 1.00× |
| 2× | 147.8 | 1.66× |
| 4× | 209.8 | 2.36× |
| 8× | 281.6 | 3.17× |