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Ling-2.6-flash4bit-DWQ
Performance
32k
tokens
239.7
PP tok/s
34.8
TG tok/s
136723
TTFT (ms)
60.1
Peak mem (GB)
Hardware
Chip
M2 Max (38c)
Memory
96 GB
GPU Cores
38
Software
oMLX
v0.3.8
macOS
macOS 15.7.4
Context
32,768
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 291.5 | 36.9 | 55.3 GB | view |
| 4k | 249.8 | 39.2 | 56.0 GB | view |
| 8k | 251.6 | 37.2 | 56.6 GB | view |
| 16k | 246.9 | 36.3 | 57.8 GB | view |
| 32k | 239.7 | 34.8 | 60.1 GB | current |
| 64k | 220.8 | 30.8 | 64.8 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 36.9 | 1.00× |
| 2× | 46.1 | 1.25× |
| 4× | 51.4 | 1.39× |