General model by Liquid AI · 23.84B parameters · Released 2026-02-24
LFM2 24B A2B can run but will be tight at 76% of RAM. Consider a lower quantization or closing other apps.
~96 tok/s
Q5_K_M · 18.3 GB
Alternative: Q4_K_M (15.9 GB, ~113 tok/s)
| Quantization | Memory | Speed | Fits? |
|---|---|---|---|
| Q8_0 | 27.1 GB | ~62 tok/s | ✗ |
| Q6_K | 21.1 GB | ~82 tok/s | ✗ |
| Q5_K_M Recommended | 18.3 GB | ~96 tok/s | ✓ |
| Q4_K_M | 15.9 GB | ~113 tok/s | ✓ |
| Q3_K_M | 13.5 GB | ~136 tok/s | ✓ |
| Q2_K | 10.9 GB | ~176 tok/s | ✓ |
GGUF Sources
Minimum Mac
MacBook Air — M4 32GB
Q8_0 · ~27 tok/s · 85% RAM
| Mac | Quant | tok/s | RAM % | |
|---|---|---|---|---|
| MacBook Air · M4 32GB | Q8_0 | ~27 | 85% | |
| MacBook Air · M5 32GB | Q8_0 | ~35 | 85% | |
| MacBook Air · M6 32GB | Q8_0 | ~46 | 85% | |
| MacBook Pro 14" · M1 Pro 32GB | Q8_0 | ~46 | 85% | |
| MacBook Pro 14" · M2 Pro 32GB | Q8_0 | ~46 | 85% | |
| MacBook Pro 14" · M5 32GB | Q8_0 | ~35 | 85% | |
| MacBook Pro 14" · M6 32GB | Q8_0 | ~46 | 85% | |
| MacBook Pro 16" · M1 Pro 32GB | Q8_0 | ~46 | 85% | |
| MacBook Pro 16" · M1 Max 32GB | Q8_0 | ~91 | 85% | |
| MacBook Pro 16" · M2 Pro 32GB | Q8_0 | ~46 | 85% | |
| MacBook Pro 16" · M2 Max 32GB | Q8_0 | ~91 | 85% | |
| Mac Mini · M2 Pro 32GB | Q8_0 | ~46 | 85% | |
| Mac Mini · M4 32GB | Q8_0 | ~27 | 85% | |
| Mac Mini · M6 32GB | Q8_0 | ~46 | 85% | |
| Mac Studio · M1 Max 32GB | Q8_0 | ~91 | 85% | |
| Mac Studio · M2 Max 32GB | Q8_0 | ~91 | 85% | |
| iMac · M4 32GB | Q8_0 | ~27 | 85% | |
| iMac · M6 32GB | Q8_0 | ~46 | 85% | |
| MacBook Pro 14" · M3 Pro 36GB | Q8_0 | ~34 | 75% | |
| MacBook Pro 14" · M5 Max 36GB | Q8_0 | ~140 | 75% | |
| MacBook Pro 16" · M3 Pro 36GB | Q8_0 | ~34 | 75% | |
| MacBook Pro 16" · M3 Max 36GB | Q8_0 | ~91 | 75% | |
| MacBook Pro 16" · M4 Max 36GB | Q8_0 | ~124 | 75% | |
| MacBook Pro 16" · M5 Max 36GB | Q8_0 | ~140 | 75% | |
| Mac Studio · M4 Max 36GB | Q8_0 | ~124 | 75% | |
| MacBook Pro 14" · M4 Pro 48GB | Q8_0 | ~62 | 56% | |
| MacBook Pro 14" · M5 Pro 48GB | Q8_0 | ~70 | 56% | |
| MacBook Pro 14" · M5 Max 48GB | Q8_0 | ~140 | 56% | |
| MacBook Pro 14" · M6 Pro 48GB | Q8_0 | ~93 | 56% | |
| MacBook Pro 14" · M6 Max 48GB | Q8_0 | ~210 | 56% | |
| MacBook Pro 16" · M3 Max 48GB | Q8_0 | ~91 | 56% | |
| MacBook Pro 16" · M4 Pro 48GB | Q8_0 | ~62 | 56% | |
| MacBook Pro 16" · M4 Max 48GB | Q8_0 | ~124 | 56% | |
| MacBook Pro 16" · M5 Pro 48GB | Q8_0 | ~70 | 56% | |
| MacBook Pro 16" · M5 Max 48GB | Q8_0 | ~140 | 56% | |
| MacBook Pro 16" · M6 Pro 48GB | Q8_0 | ~93 | 56% | |
| MacBook Pro 16" · M6 Max 48GB | Q8_0 | ~210 | 56% | |
| Mac Mini · M4 Pro 48GB | Q8_0 | ~62 | 56% | |
| Mac Mini · M6 Pro 48GB | Q8_0 | ~93 | 56% | |
| Mac Studio · M6 Max 48GB | Q8_0 | ~210 | 56% | |
| MacBook Pro 14" · M5 Pro 64GB | Q8_0 | ~70 | 42% | |
| MacBook Pro 14" · M5 Max 64GB | Q8_0 | ~140 | 42% | |
| MacBook Pro 14" · M6 Pro 64GB | Q8_0 | ~93 | 42% | |
| MacBook Pro 14" · M6 Max 64GB | Q8_0 | ~210 | 42% | |
| MacBook Pro 16" · M1 Max 64GB | Q8_0 | ~91 | 42% | |
| MacBook Pro 16" · M2 Max 64GB | Q8_0 | ~91 | 42% | |
| MacBook Pro 16" · M3 Max 64GB | Q8_0 | ~91 | 42% | |
| MacBook Pro 16" · M4 Max 64GB | Q8_0 | ~124 | 42% | |
| MacBook Pro 16" · M5 Max 64GB | Q8_0 | ~140 | 42% | |
| MacBook Pro 16" · M6 Pro 64GB | Q8_0 | ~93 | 42% | |
| MacBook Pro 16" · M6 Max 64GB | Q8_0 | ~210 | 42% | |
| Mac Mini · M6 Pro 64GB | Q8_0 | ~93 | 42% | |
| Mac Studio · M1 Max 64GB | Q8_0 | ~91 | 42% | |
| Mac Studio · M1 Ultra 64GB | Q8_0 | ~182 | 42% | |
| Mac Studio · M2 Max 64GB | Q8_0 | ~91 | 42% | |
| Mac Studio · M2 Ultra 64GB | Q8_0 | ~182 | 42% | |
| Mac Studio · M4 Max 64GB | Q8_0 | ~124 | 42% | |
| Mac Studio · M6 Max 64GB | Q8_0 | ~210 | 42% | |
| MacBook Pro 16" · M2 Max 96GB | Q8_0 | ~91 | 28% | |
| MacBook Pro 16" · M3 Max 96GB | Q8_0 | ~91 | 28% | |
| Mac Studio · M2 Max 96GB | Q8_0 | ~91 | 28% | |
| Mac Studio · M2 Ultra 96GB | Q8_0 | ~182 | 28% | |
| Mac Pro · M2 Ultra 96GB | Q8_0 | ~182 | 28% | |
| MacBook Pro 14" · M5 Max 128GB | Q8_0 | ~140 | 21% | |
| MacBook Pro 14" · M6 Max 128GB | Q8_0 | ~210 | 21% | |
| MacBook Pro 16" · M3 Max 128GB | Q8_0 | ~91 | 21% | |
| MacBook Pro 16" · M4 Max 128GB | Q8_0 | ~124 | 21% | |
| MacBook Pro 16" · M5 Max 128GB | Q8_0 | ~140 | 21% | |
| MacBook Pro 16" · M6 Max 128GB | Q8_0 | ~210 | 21% | |
| Mac Studio · M1 Ultra 128GB | Q8_0 | ~182 | 21% | |
| Mac Studio · M2 Ultra 128GB | Q8_0 | ~182 | 21% | |
| Mac Studio · M4 Max 128GB | Q8_0 | ~124 | 21% | |
| Mac Studio · M4 Ultra 128GB | Q8_0 | ~187 | 21% | |
| Mac Studio · M6 Max 128GB | Q8_0 | ~210 | 21% | |
| Mac Pro · M2 Ultra 128GB | Q8_0 | ~182 | 21% | |
| Mac Pro · M4 Ultra 128GB | Q8_0 | ~187 | 21% | |
| MacBook Pro 14" · M6 Max 192GB | Q8_0 | ~210 | 14% | |
| MacBook Pro 16" · M6 Max 192GB | Q8_0 | ~210 | 14% | |
| MacBook Pro 16" · M6 Ultra 192GB | Q8_0 | ~420 | 14% | |
| Mac Studio · M2 Ultra 192GB | Q8_0 | ~182 | 14% | |
| Mac Studio · M4 Ultra 192GB | Q8_0 | ~187 | 14% | |
| Mac Studio · M6 Max 192GB | Q8_0 | ~210 | 14% | |
| Mac Studio · M6 Ultra 192GB | Q8_0 | ~420 | 14% | |
| Mac Pro · M2 Ultra 192GB | Q8_0 | ~182 | 14% | |
| Mac Pro · M4 Ultra 192GB | Q8_0 | ~187 | 14% | |
| Mac Pro · M6 Ultra 192GB | Q8_0 | ~420 | 14% | |
| MacBook Pro 16" · M6 Ultra 256GB | Q8_0 | ~420 | 11% | |
| Mac Studio · M4 Ultra 256GB | Q8_0 | ~187 | 11% | |
| Mac Studio · M6 Ultra 256GB | Q8_0 | ~420 | 11% | |
| Mac Pro · M4 Ultra 256GB | Q8_0 | ~187 | 11% | |
| Mac Pro · M6 Ultra 256GB | Q8_0 | ~420 | 11% | |
| MacBook Pro 16" · M6 Ultra 384GB | Q8_0 | ~420 | 7% | |
| Mac Studio · M6 Ultra 384GB | Q8_0 | ~420 | 7% | |
| Mac Pro · M6 Ultra 384GB | Q8_0 | ~420 | 7% | |
| MacBook Air · M1 16GB | Q3_K_M | ~34 | 84% | |
| MacBook Air · M2 16GB | Q3_K_M | ~50 | 84% | |
| MacBook Air · M3 16GB | Q3_K_M | ~50 | 84% | |
| MacBook Air · M4 16GB | Q3_K_M | ~60 | 84% | |
| MacBook Air · M5 16GB | Q3_K_M | ~77 | 84% | |
| MacBook Air · M6 16GB | Q3_K_M | ~102 | 84% | |
| MacBook Pro 14" · M1 Pro 16GB | Q3_K_M | ~100 | 84% | |
| MacBook Pro 14" · M2 Pro 16GB | Q3_K_M | ~100 | 84% | |
| MacBook Pro 14" · M5 16GB | Q3_K_M | ~77 | 84% | |
| MacBook Pro 14" · M6 16GB | Q3_K_M | ~102 | 84% | |
| MacBook Pro 16" · M1 Pro 16GB | Q3_K_M | ~100 | 84% | |
| MacBook Pro 16" · M2 Pro 16GB | Q3_K_M | ~100 | 84% | |
| Mac Mini · M1 16GB | Q3_K_M | ~34 | 84% | |
| Mac Mini · M2 16GB | Q3_K_M | ~50 | 84% | |
| Mac Mini · M2 Pro 16GB | Q3_K_M | ~100 | 84% | |
| Mac Mini · M4 16GB | Q3_K_M | ~60 | 84% | |
| Mac Mini · M6 16GB | Q3_K_M | ~102 | 84% | |
| iMac · M1 16GB | Q3_K_M | ~34 | 84% | |
| iMac · M3 16GB | Q3_K_M | ~50 | 84% | |
| iMac · M4 16GB | Q3_K_M | ~60 | 84% | |
| iMac · M6 16GB | Q3_K_M | ~102 | 84% | |
| MacBook Pro 14" · M3 Pro 18GB | Q3_K_M | ~75 | 75% | |
| MacBook Pro 16" · M3 Pro 18GB | Q3_K_M | ~75 | 75% | |
| MacBook Air · M2 24GB | Q5_K_M | ~35 | 76% | |
| MacBook Air · M3 24GB | Q5_K_M | ~35 | 76% | |
| MacBook Air · M4 24GB | Q5_K_M | ~42 | 76% | |
| MacBook Air · M5 24GB | Q5_K_M | ~54 | 76% | |
| MacBook Air · M6 24GB | Q5_K_M | ~72 | 76% | |
| MacBook Pro 14" · M4 Pro 24GB | Q5_K_M | ~96 | 76% | |
| MacBook Pro 14" · M5 24GB | Q5_K_M | ~54 | 76% | |
| MacBook Pro 14" · M5 Pro 24GB | Q5_K_M | ~108 | 76% | |
| MacBook Pro 14" · M6 24GB | Q5_K_M | ~72 | 76% | |
| MacBook Pro 14" · M6 Pro 24GB | Q5_K_M | ~144 | 76% | |
| MacBook Pro 16" · M4 Pro 24GB | Q5_K_M | ~96 | 76% | |
| MacBook Pro 16" · M5 Pro 24GB | Q5_K_M | ~108 | 76% | |
| MacBook Pro 16" · M6 Pro 24GB | Q5_K_M | ~144 | 76% | |
| Mac Mini · M2 24GB | Q5_K_M | ~35 | 76% | |
| Mac Mini · M4 24GB | Q5_K_M | ~42 | 76% | |
| Mac Mini · M4 Pro 24GB | Q5_K_M | ~96 | 76% | |
| Mac Mini · M6 24GB | Q5_K_M | ~72 | 76% | |
| Mac Mini · M6 Pro 24GB | Q5_K_M | ~144 | 76% | |
| iMac · M3 24GB | Q5_K_M | ~35 | 76% | |
| iMac · M4 24GB | Q5_K_M | ~42 | 76% | |
| iMac · M6 24GB | Q5_K_M | ~72 | 76% | |
| MacBook Air · M1 8GB | — | — | 136% | |
| MacBook Air · M2 8GB | — | — | 136% | |
| MacBook Air · M3 8GB | — | — | 136% | |
| Mac Mini · M1 8GB | — | — | 136% | |
| Mac Mini · M2 8GB | — | — | 136% | |
| iMac · M1 8GB | — | — | 136% | |
| iMac · M3 8GB | — | — | 136% |
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