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Ternary-Bonsai-27B
Performance
16k
tokens
331.5
PP tok/s
42.2
TG tok/s
49421
TTFT (ms)
10.9
Peak mem (GB)
Hardware
Chip
M3 Ultra (60c)
Memory
256 GB
GPU Cores
60
Software
oMLX
v0.5.1
macOS
macOS 26.5.2
Context
16,384
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 350.6 | 48.2 | 8.9 GB | view |
| 4k | 354.1 | 46.9 | 10.1 GB | view |
| 8k | 346.4 | 45.1 | 10.6 GB | view |
| 16k | 331.5 | 42.2 | 10.9 GB | current |
| 32k | 306.4 | 37.0 | 12.1 GB | view |
| 64k | 266.2 | 32.7 | 15.0 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 48.2 | 1.00× |
| 2× | 73.5 | 1.52× |
| 4× | 93.0 | 1.93× |
| 8× | 105.9 | 2.20× |