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LFM2.5-8B-A1B5bit
Performance
32k
tokens
1,248
PP tok/s
96.1
TG tok/s
26259
TTFT (ms)
6.8
Peak mem (GB)
Hardware
Chip
M4 Pro (16c)
Memory
24 GB
GPU Cores
16
Software
oMLX
v0.5.1
macOS
macOS 26.5.2
Context
32,768
Performance by Context Length
| Context | PP tok/s | TG tok/s | Peak Mem | |
|---|---|---|---|---|
| 1k | 1,383 | 136.8 | 6.2 GB | view |
| 4k | 1,506 | 133.0 | 6.4 GB | view |
| 8k | 1,472 | 126.1 | 6.5 GB | view |
| 16k | 1,385 | 114.4 | 6.6 GB | view |
| 32k | 1,248 | 96.1 | 6.8 GB | current |
| 64k | 985.9 | 72.4 | 7.3 GB | view |
Batching Results
| Batch Size | TG tok/s | Speedup |
|---|---|---|
| 1× | 136.8 | 1.00× |
| 2× | 320.8 | 2.35× |