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HY-MT1.5-7B
Performance
32k
tokens
980.4
PP tok/s
37.0
TG tok/s
33422
TTFT (ms)
12.1
Peak mem (GB)
Hardware
Chip
M3 Ultra (80c)
Memory
512 GB
GPU Cores
80
Software
oMLX
v0.2.10
macOS
macOS 26.3.1
Context
32,768
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 1,309 | 70.3 | 8.2 GB | view |
| 4k | 1,420 | 64.5 | 8.5 GB | view |
| 8k | 1,352 | 58.4 | 9.0 GB | view |
| 16k | 1,205 | 49.1 | 10.0 GB | view |
| 32k | 980.4 | 37.0 | 12.1 GB | current |
| 64k | 712.4 | 5.3 | 71.8 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 70.3 | 1.00× |
| 2× | 115.3 | 1.64× |
| 4× | 183.7 | 2.61× |
| 8× | 225.5 | 3.21× |