General model by Liquid AI · 1.17B parameters · Released 2026-01-04
LFM2.5 1.2B JP fits comfortably in your 24 GB Mac using Q8_0 quantization, using 8% of your RAM.
~122 tok/s
Q8_0 · 1.8 GB
| Quantization | Memory | Speed | Fits? |
|---|---|---|---|
| Q8_0 Recommended | 1.8 GB | ~122 tok/s | ✓ |
| Q6_K | 1.5 GB | ~160 tok/s | ✓ |
| Q5_K_M | 1.4 GB | ~189 tok/s | ✓ |
| Q4_K_M | 1.3 GB | ~221 tok/s | ✓ |
| Q3_K_M | 1.1 GB | ~267 tok/s | ✓ |
| Q2_K | 1.0 GB | ~347 tok/s | ✓ |
GGUF Sources
Minimum Mac
MacBook Air — M1 8GB
Q8_0 · ~31 tok/s · 23% RAM
| Mac | Quant | tok/s | RAM % | |
|---|---|---|---|---|
| MacBook Air · M1 8GB | Q8_0 | ~31 | 23% | |
| MacBook Air · M2 8GB | Q8_0 | ~45 | 23% | |
| MacBook Air · M3 8GB | Q8_0 | ~45 | 23% | |
| Mac Mini · M1 8GB | Q8_0 | ~31 | 23% | |
| Mac Mini · M2 8GB | Q8_0 | ~45 | 23% | |
| iMac · M1 8GB | Q8_0 | ~31 | 23% | |
| iMac · M3 8GB | Q8_0 | ~45 | 23% | |
| MacBook Air · M1 16GB | Q8_0 | ~31 | 11% | |
| MacBook Air · M2 16GB | Q8_0 | ~45 | 11% | |
| MacBook Air · M3 16GB | Q8_0 | ~45 | 11% | |
| MacBook Air · M4 16GB | Q8_0 | ~54 | 11% | |
| MacBook Air · M5 16GB | Q8_0 | ~69 | 11% | |
| MacBook Air · M6 16GB | Q8_0 | ~91 | 11% | |
| MacBook Pro 14" · M1 Pro 16GB | Q8_0 | ~90 | 11% | |
| MacBook Pro 14" · M2 Pro 16GB | Q8_0 | ~90 | 11% | |
| MacBook Pro 14" · M5 16GB | Q8_0 | ~69 | 11% | |
| MacBook Pro 14" · M6 16GB | Q8_0 | ~91 | 11% | |
| MacBook Pro 16" · M1 Pro 16GB | Q8_0 | ~90 | 11% | |
| MacBook Pro 16" · M2 Pro 16GB | Q8_0 | ~90 | 11% | |
| Mac Mini · M1 16GB | Q8_0 | ~31 | 11% | |
| Mac Mini · M2 16GB | Q8_0 | ~45 | 11% | |
| Mac Mini · M2 Pro 16GB | Q8_0 | ~90 | 11% | |
| Mac Mini · M4 16GB | Q8_0 | ~54 | 11% | |
| Mac Mini · M6 16GB | Q8_0 | ~91 | 11% | |
| iMac · M1 16GB | Q8_0 | ~31 | 11% | |
| iMac · M3 16GB | Q8_0 | ~45 | 11% | |
| iMac · M4 16GB | Q8_0 | ~54 | 11% | |
| iMac · M6 16GB | Q8_0 | ~91 | 11% | |
| MacBook Pro 14" · M3 Pro 18GB | Q8_0 | ~67 | 10% | |
| MacBook Pro 16" · M3 Pro 18GB | Q8_0 | ~67 | 10% | |
| MacBook Air · M2 24GB | Q8_0 | ~45 | 8% | |
| MacBook Air · M3 24GB | Q8_0 | ~45 | 8% | |
| MacBook Air · M4 24GB | Q8_0 | ~54 | 8% | |
| MacBook Air · M5 24GB | Q8_0 | ~69 | 8% | |
| MacBook Air · M6 24GB | Q8_0 | ~91 | 8% | |
| MacBook Pro 14" · M4 Pro 24GB | Q8_0 | ~122 | 8% | |
| MacBook Pro 14" · M5 24GB | Q8_0 | ~69 | 8% | |
| MacBook Pro 14" · M5 Pro 24GB | Q8_0 | ~137 | 8% | |
| MacBook Pro 14" · M6 24GB | Q8_0 | ~91 | 8% | |
| MacBook Pro 14" · M6 Pro 24GB | Q8_0 | ~184 | 8% | |
| MacBook Pro 16" · M4 Pro 24GB | Q8_0 | ~122 | 8% | |
| MacBook Pro 16" · M5 Pro 24GB | Q8_0 | ~137 | 8% | |
| MacBook Pro 16" · M6 Pro 24GB | Q8_0 | ~184 | 8% | |
| Mac Mini · M2 24GB | Q8_0 | ~45 | 8% | |
| Mac Mini · M4 24GB | Q8_0 | ~54 | 8% | |
| Mac Mini · M4 Pro 24GB | Q8_0 | ~122 | 8% | |
| Mac Mini · M6 24GB | Q8_0 | ~91 | 8% | |
| Mac Mini · M6 Pro 24GB | Q8_0 | ~184 | 8% | |
| iMac · M3 24GB | Q8_0 | ~45 | 8% | |
| iMac · M4 24GB | Q8_0 | ~54 | 8% | |
| iMac · M6 24GB | Q8_0 | ~91 | 8% | |
| MacBook Air · M4 32GB | Q8_0 | ~54 | 6% | |
| MacBook Air · M5 32GB | Q8_0 | ~69 | 6% | |
| MacBook Air · M6 32GB | Q8_0 | ~91 | 6% | |
| MacBook Pro 14" · M1 Pro 32GB | Q8_0 | ~90 | 6% | |
| MacBook Pro 14" · M2 Pro 32GB | Q8_0 | ~90 | 6% | |
| MacBook Pro 14" · M5 32GB | Q8_0 | ~69 | 6% | |
| MacBook Pro 14" · M6 32GB | Q8_0 | ~91 | 6% | |
| MacBook Pro 16" · M1 Pro 32GB | Q8_0 | ~90 | 6% | |
| MacBook Pro 16" · M1 Max 32GB | Q8_0 | ~179 | 6% | |
| MacBook Pro 16" · M2 Pro 32GB | Q8_0 | ~90 | 6% | |
| MacBook Pro 16" · M2 Max 32GB | Q8_0 | ~179 | 6% | |
| Mac Mini · M2 Pro 32GB | Q8_0 | ~90 | 6% | |
| Mac Mini · M4 32GB | Q8_0 | ~54 | 6% | |
| Mac Mini · M6 32GB | Q8_0 | ~91 | 6% | |
| Mac Studio · M1 Max 32GB | Q8_0 | ~179 | 6% | |
| Mac Studio · M2 Max 32GB | Q8_0 | ~179 | 6% | |
| iMac · M4 32GB | Q8_0 | ~54 | 6% | |
| iMac · M6 32GB | Q8_0 | ~91 | 6% | |
| MacBook Pro 14" · M3 Pro 36GB | Q8_0 | ~67 | 5% | |
| MacBook Pro 14" · M5 Max 36GB | Q8_0 | ~275 | 5% | |
| MacBook Pro 16" · M3 Pro 36GB | Q8_0 | ~67 | 5% | |
| MacBook Pro 16" · M3 Max 36GB | Q8_0 | ~179 | 5% | |
| MacBook Pro 16" · M4 Max 36GB | Q8_0 | ~244 | 5% | |
| MacBook Pro 16" · M5 Max 36GB | Q8_0 | ~275 | 5% | |
| Mac Studio · M4 Max 36GB | Q8_0 | ~244 | 5% | |
| MacBook Pro 14" · M4 Pro 48GB | Q8_0 | ~122 | 4% | |
| MacBook Pro 14" · M5 Pro 48GB | Q8_0 | ~137 | 4% | |
| MacBook Pro 14" · M5 Max 48GB | Q8_0 | ~275 | 4% | |
| MacBook Pro 14" · M6 Pro 48GB | Q8_0 | ~184 | 4% | |
| MacBook Pro 14" · M6 Max 48GB | Q8_0 | ~412 | 4% | |
| MacBook Pro 16" · M3 Max 48GB | Q8_0 | ~179 | 4% | |
| MacBook Pro 16" · M4 Pro 48GB | Q8_0 | ~122 | 4% | |
| MacBook Pro 16" · M4 Max 48GB | Q8_0 | ~244 | 4% | |
| MacBook Pro 16" · M5 Pro 48GB | Q8_0 | ~137 | 4% | |
| MacBook Pro 16" · M5 Max 48GB | Q8_0 | ~275 | 4% | |
| MacBook Pro 16" · M6 Pro 48GB | Q8_0 | ~184 | 4% | |
| MacBook Pro 16" · M6 Max 48GB | Q8_0 | ~412 | 4% | |
| Mac Mini · M4 Pro 48GB | Q8_0 | ~122 | 4% | |
| Mac Mini · M6 Pro 48GB | Q8_0 | ~184 | 4% | |
| Mac Studio · M6 Max 48GB | Q8_0 | ~412 | 4% | |
| MacBook Pro 14" · M5 Pro 64GB | Q8_0 | ~137 | 3% | |
| MacBook Pro 14" · M5 Max 64GB | Q8_0 | ~275 | 3% | |
| MacBook Pro 14" · M6 Pro 64GB | Q8_0 | ~184 | 3% | |
| MacBook Pro 14" · M6 Max 64GB | Q8_0 | ~412 | 3% | |
| MacBook Pro 16" · M1 Max 64GB | Q8_0 | ~179 | 3% | |
| MacBook Pro 16" · M2 Max 64GB | Q8_0 | ~179 | 3% | |
| MacBook Pro 16" · M3 Max 64GB | Q8_0 | ~179 | 3% | |
| MacBook Pro 16" · M4 Max 64GB | Q8_0 | ~244 | 3% | |
| MacBook Pro 16" · M5 Max 64GB | Q8_0 | ~275 | 3% | |
| MacBook Pro 16" · M6 Pro 64GB | Q8_0 | ~184 | 3% | |
| MacBook Pro 16" · M6 Max 64GB | Q8_0 | ~412 | 3% | |
| Mac Mini · M6 Pro 64GB | Q8_0 | ~184 | 3% | |
| Mac Studio · M1 Max 64GB | Q8_0 | ~179 | 3% | |
| Mac Studio · M1 Ultra 64GB | Q8_0 | ~358 | 3% | |
| Mac Studio · M2 Max 64GB | Q8_0 | ~179 | 3% | |
| Mac Studio · M2 Ultra 64GB | Q8_0 | ~358 | 3% | |
| Mac Studio · M4 Max 64GB | Q8_0 | ~244 | 3% | |
| Mac Studio · M6 Max 64GB | Q8_0 | ~412 | 3% | |
| MacBook Pro 16" · M2 Max 96GB | Q8_0 | ~179 | 2% | |
| MacBook Pro 16" · M3 Max 96GB | Q8_0 | ~179 | 2% | |
| Mac Studio · M2 Max 96GB | Q8_0 | ~179 | 2% | |
| Mac Studio · M2 Ultra 96GB | Q8_0 | ~358 | 2% | |
| Mac Pro · M2 Ultra 96GB | Q8_0 | ~358 | 2% | |
| MacBook Pro 14" · M5 Max 128GB | Q8_0 | ~275 | 1% | |
| MacBook Pro 14" · M6 Max 128GB | Q8_0 | ~412 | 1% | |
| MacBook Pro 16" · M3 Max 128GB | Q8_0 | ~179 | 1% | |
| MacBook Pro 16" · M4 Max 128GB | Q8_0 | ~244 | 1% | |
| MacBook Pro 16" · M5 Max 128GB | Q8_0 | ~275 | 1% | |
| MacBook Pro 16" · M6 Max 128GB | Q8_0 | ~412 | 1% | |
| Mac Studio · M1 Ultra 128GB | Q8_0 | ~358 | 1% | |
| Mac Studio · M2 Ultra 128GB | Q8_0 | ~358 | 1% | |
| Mac Studio · M4 Max 128GB | Q8_0 | ~244 | 1% | |
| Mac Studio · M4 Ultra 128GB | Q8_0 | ~367 | 1% | |
| Mac Studio · M6 Max 128GB | Q8_0 | ~412 | 1% | |
| Mac Pro · M2 Ultra 128GB | Q8_0 | ~358 | 1% | |
| Mac Pro · M4 Ultra 128GB | Q8_0 | ~367 | 1% | |
| MacBook Pro 14" · M6 Max 192GB | Q8_0 | ~412 | 1% | |
| MacBook Pro 16" · M6 Max 192GB | Q8_0 | ~412 | 1% | |
| MacBook Pro 16" · M6 Ultra 192GB | Q8_0 | ~825 | 1% | |
| Mac Studio · M2 Ultra 192GB | Q8_0 | ~358 | 1% | |
| Mac Studio · M4 Ultra 192GB | Q8_0 | ~367 | 1% | |
| Mac Studio · M6 Max 192GB | Q8_0 | ~412 | 1% | |
| Mac Studio · M6 Ultra 192GB | Q8_0 | ~825 | 1% | |
| Mac Pro · M2 Ultra 192GB | Q8_0 | ~358 | 1% | |
| Mac Pro · M4 Ultra 192GB | Q8_0 | ~367 | 1% | |
| Mac Pro · M6 Ultra 192GB | Q8_0 | ~825 | 1% | |
| MacBook Pro 16" · M6 Ultra 256GB | Q8_0 | ~825 | 1% | |
| Mac Studio · M4 Ultra 256GB | Q8_0 | ~367 | 1% | |
| Mac Studio · M6 Ultra 256GB | Q8_0 | ~825 | 1% | |
| Mac Pro · M4 Ultra 256GB | Q8_0 | ~367 | 1% | |
| Mac Pro · M6 Ultra 256GB | Q8_0 | ~825 | 1% | |
| MacBook Pro 16" · M6 Ultra 384GB | Q8_0 | ~825 | 0% | |
| Mac Studio · M6 Ultra 384GB | Q8_0 | ~825 | 0% | |
| Mac Pro · M6 Ultra 384GB | Q8_0 | ~825 | 0% |
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