General model by inclusionai · 16.26B parameters
LLaDA2.1 mini fits comfortably in your 24 GB Mac using Q8_0 quantization, using 78% of your RAM.
~110 tok/s
Q8_0 · 18.6 GB
| Quantization | Memory | Speed | Fits? |
|---|---|---|---|
| Q8_0 Recommended | 18.6 GB | ~110 tok/s | ✓ |
| Q6_K | 14.6 GB | ~145 tok/s | ✓ |
| Q5_K_M | 12.6 GB | ~170 tok/s | ✓ |
| Q4_K_M | 11.0 GB | ~200 tok/s | ✓ |
| Q3_K_M | 9.4 GB | ~241 tok/s | ✓ |
| Q2_K | 7.6 GB | ~313 tok/s | ✓ |
Minimum Mac
MacBook Pro 14" — M3 Pro 18GB
Q6_K · ~80 tok/s · 81% RAM
| Mac | Quant | tok/s | RAM % | |
|---|---|---|---|---|
| MacBook Pro 14" · M3 Pro 18GB | Q6_K | ~80 | 81% | |
| MacBook Pro 16" · M3 Pro 18GB | Q6_K | ~80 | 81% | |
| MacBook Air · M2 24GB | Q8_0 | ~40 | 78% | |
| MacBook Air · M3 24GB | Q8_0 | ~40 | 78% | |
| MacBook Air · M4 24GB | Q8_0 | ~49 | 78% | |
| MacBook Air · M5 24GB | Q8_0 | ~62 | 78% | |
| MacBook Air · M6 24GB | Q8_0 | ~82 | 78% | |
| MacBook Pro 14" · M4 Pro 24GB | Q8_0 | ~110 | 78% | |
| MacBook Pro 14" · M5 24GB | Q8_0 | ~62 | 78% | |
| MacBook Pro 14" · M5 Pro 24GB | Q8_0 | ~124 | 78% | |
| MacBook Pro 14" · M6 24GB | Q8_0 | ~82 | 78% | |
| MacBook Pro 14" · M6 Pro 24GB | Q8_0 | ~166 | 78% | |
| MacBook Pro 16" · M4 Pro 24GB | Q8_0 | ~110 | 78% | |
| MacBook Pro 16" · M5 Pro 24GB | Q8_0 | ~124 | 78% | |
| MacBook Pro 16" · M6 Pro 24GB | Q8_0 | ~166 | 78% | |
| Mac Mini · M2 24GB | Q8_0 | ~40 | 78% | |
| Mac Mini · M4 24GB | Q8_0 | ~49 | 78% | |
| Mac Mini · M4 Pro 24GB | Q8_0 | ~110 | 78% | |
| Mac Mini · M6 24GB | Q8_0 | ~82 | 78% | |
| Mac Mini · M6 Pro 24GB | Q8_0 | ~166 | 78% | |
| iMac · M3 24GB | Q8_0 | ~40 | 78% | |
| iMac · M4 24GB | Q8_0 | ~49 | 78% | |
| iMac · M6 24GB | Q8_0 | ~82 | 78% | |
| MacBook Air · M4 32GB | Q8_0 | ~49 | 58% | |
| MacBook Air · M5 32GB | Q8_0 | ~62 | 58% | |
| MacBook Air · M6 32GB | Q8_0 | ~82 | 58% | |
| MacBook Pro 14" · M1 Pro 32GB | Q8_0 | ~81 | 58% | |
| MacBook Pro 14" · M2 Pro 32GB | Q8_0 | ~81 | 58% | |
| MacBook Pro 14" · M5 32GB | Q8_0 | ~62 | 58% | |
| MacBook Pro 14" · M6 32GB | Q8_0 | ~82 | 58% | |
| MacBook Pro 16" · M1 Pro 32GB | Q8_0 | ~81 | 58% | |
| MacBook Pro 16" · M1 Max 32GB | Q8_0 | ~162 | 58% | |
| MacBook Pro 16" · M2 Pro 32GB | Q8_0 | ~81 | 58% | |
| MacBook Pro 16" · M2 Max 32GB | Q8_0 | ~162 | 58% | |
| Mac Mini · M2 Pro 32GB | Q8_0 | ~81 | 58% | |
| Mac Mini · M4 32GB | Q8_0 | ~49 | 58% | |
| Mac Mini · M6 32GB | Q8_0 | ~82 | 58% | |
| Mac Studio · M1 Max 32GB | Q8_0 | ~162 | 58% | |
| Mac Studio · M2 Max 32GB | Q8_0 | ~162 | 58% | |
| iMac · M4 32GB | Q8_0 | ~49 | 58% | |
| iMac · M6 32GB | Q8_0 | ~82 | 58% | |
| MacBook Pro 14" · M3 Pro 36GB | Q8_0 | ~61 | 52% | |
| MacBook Pro 14" · M5 Max 36GB | Q8_0 | ~248 | 52% | |
| MacBook Pro 16" · M3 Pro 36GB | Q8_0 | ~61 | 52% | |
| MacBook Pro 16" · M3 Max 36GB | Q8_0 | ~162 | 52% | |
| MacBook Pro 16" · M4 Max 36GB | Q8_0 | ~221 | 52% | |
| MacBook Pro 16" · M5 Max 36GB | Q8_0 | ~248 | 52% | |
| Mac Studio · M4 Max 36GB | Q8_0 | ~221 | 52% | |
| MacBook Pro 14" · M4 Pro 48GB | Q8_0 | ~110 | 39% | |
| MacBook Pro 14" · M5 Pro 48GB | Q8_0 | ~124 | 39% | |
| MacBook Pro 14" · M5 Max 48GB | Q8_0 | ~248 | 39% | |
| MacBook Pro 14" · M6 Pro 48GB | Q8_0 | ~166 | 39% | |
| MacBook Pro 14" · M6 Max 48GB | Q8_0 | ~372 | 39% | |
| MacBook Pro 16" · M3 Max 48GB | Q8_0 | ~162 | 39% | |
| MacBook Pro 16" · M4 Pro 48GB | Q8_0 | ~110 | 39% | |
| MacBook Pro 16" · M4 Max 48GB | Q8_0 | ~221 | 39% | |
| MacBook Pro 16" · M5 Pro 48GB | Q8_0 | ~124 | 39% | |
| MacBook Pro 16" · M5 Max 48GB | Q8_0 | ~248 | 39% | |
| MacBook Pro 16" · M6 Pro 48GB | Q8_0 | ~166 | 39% | |
| MacBook Pro 16" · M6 Max 48GB | Q8_0 | ~372 | 39% | |
| Mac Mini · M4 Pro 48GB | Q8_0 | ~110 | 39% | |
| Mac Mini · M6 Pro 48GB | Q8_0 | ~166 | 39% | |
| Mac Studio · M6 Max 48GB | Q8_0 | ~372 | 39% | |
| MacBook Pro 14" · M5 Pro 64GB | Q8_0 | ~124 | 29% | |
| MacBook Pro 14" · M5 Max 64GB | Q8_0 | ~248 | 29% | |
| MacBook Pro 14" · M6 Pro 64GB | Q8_0 | ~166 | 29% | |
| MacBook Pro 14" · M6 Max 64GB | Q8_0 | ~372 | 29% | |
| MacBook Pro 16" · M1 Max 64GB | Q8_0 | ~162 | 29% | |
| MacBook Pro 16" · M2 Max 64GB | Q8_0 | ~162 | 29% | |
| MacBook Pro 16" · M3 Max 64GB | Q8_0 | ~162 | 29% | |
| MacBook Pro 16" · M4 Max 64GB | Q8_0 | ~221 | 29% | |
| MacBook Pro 16" · M5 Max 64GB | Q8_0 | ~248 | 29% | |
| MacBook Pro 16" · M6 Pro 64GB | Q8_0 | ~166 | 29% | |
| MacBook Pro 16" · M6 Max 64GB | Q8_0 | ~372 | 29% | |
| Mac Mini · M6 Pro 64GB | Q8_0 | ~166 | 29% | |
| Mac Studio · M1 Max 64GB | Q8_0 | ~162 | 29% | |
| Mac Studio · M1 Ultra 64GB | Q8_0 | ~323 | 29% | |
| Mac Studio · M2 Max 64GB | Q8_0 | ~162 | 29% | |
| Mac Studio · M2 Ultra 64GB | Q8_0 | ~323 | 29% | |
| Mac Studio · M4 Max 64GB | Q8_0 | ~221 | 29% | |
| Mac Studio · M6 Max 64GB | Q8_0 | ~372 | 29% | |
| MacBook Pro 16" · M2 Max 96GB | Q8_0 | ~162 | 19% | |
| MacBook Pro 16" · M3 Max 96GB | Q8_0 | ~162 | 19% | |
| Mac Studio · M2 Max 96GB | Q8_0 | ~162 | 19% | |
| Mac Studio · M2 Ultra 96GB | Q8_0 | ~323 | 19% | |
| Mac Pro · M2 Ultra 96GB | Q8_0 | ~323 | 19% | |
| MacBook Pro 14" · M5 Max 128GB | Q8_0 | ~248 | 15% | |
| MacBook Pro 14" · M6 Max 128GB | Q8_0 | ~372 | 15% | |
| MacBook Pro 16" · M3 Max 128GB | Q8_0 | ~162 | 15% | |
| MacBook Pro 16" · M4 Max 128GB | Q8_0 | ~221 | 15% | |
| MacBook Pro 16" · M5 Max 128GB | Q8_0 | ~248 | 15% | |
| MacBook Pro 16" · M6 Max 128GB | Q8_0 | ~372 | 15% | |
| Mac Studio · M1 Ultra 128GB | Q8_0 | ~323 | 15% | |
| Mac Studio · M2 Ultra 128GB | Q8_0 | ~323 | 15% | |
| Mac Studio · M4 Max 128GB | Q8_0 | ~221 | 15% | |
| Mac Studio · M4 Ultra 128GB | Q8_0 | ~331 | 15% | |
| Mac Studio · M6 Max 128GB | Q8_0 | ~372 | 15% | |
| Mac Pro · M2 Ultra 128GB | Q8_0 | ~323 | 15% | |
| Mac Pro · M4 Ultra 128GB | Q8_0 | ~331 | 15% | |
| MacBook Pro 14" · M6 Max 192GB | Q8_0 | ~372 | 10% | |
| MacBook Pro 16" · M6 Max 192GB | Q8_0 | ~372 | 10% | |
| MacBook Pro 16" · M6 Ultra 192GB | Q8_0 | ~745 | 10% | |
| Mac Studio · M2 Ultra 192GB | Q8_0 | ~323 | 10% | |
| Mac Studio · M4 Ultra 192GB | Q8_0 | ~331 | 10% | |
| Mac Studio · M6 Max 192GB | Q8_0 | ~372 | 10% | |
| Mac Studio · M6 Ultra 192GB | Q8_0 | ~745 | 10% | |
| Mac Pro · M2 Ultra 192GB | Q8_0 | ~323 | 10% | |
| Mac Pro · M4 Ultra 192GB | Q8_0 | ~331 | 10% | |
| Mac Pro · M6 Ultra 192GB | Q8_0 | ~745 | 10% | |
| MacBook Pro 16" · M6 Ultra 256GB | Q8_0 | ~745 | 7% | |
| Mac Studio · M4 Ultra 256GB | Q8_0 | ~331 | 7% | |
| Mac Studio · M6 Ultra 256GB | Q8_0 | ~745 | 7% | |
| Mac Pro · M4 Ultra 256GB | Q8_0 | ~331 | 7% | |
| Mac Pro · M6 Ultra 256GB | Q8_0 | ~745 | 7% | |
| MacBook Pro 16" · M6 Ultra 384GB | Q8_0 | ~745 | 5% | |
| Mac Studio · M6 Ultra 384GB | Q8_0 | ~745 | 5% | |
| Mac Pro · M6 Ultra 384GB | Q8_0 | ~745 | 5% | |
| MacBook Air · M1 16GB | Q5_K_M | ~43 | 79% | |
| MacBook Air · M2 16GB | Q5_K_M | ~62 | 79% | |
| MacBook Air · M3 16GB | Q5_K_M | ~62 | 79% | |
| MacBook Air · M4 16GB | Q5_K_M | ~75 | 79% | |
| MacBook Air · M5 16GB | Q5_K_M | ~96 | 79% | |
| MacBook Air · M6 16GB | Q5_K_M | ~127 | 79% | |
| MacBook Pro 14" · M1 Pro 16GB | Q5_K_M | ~125 | 79% | |
| MacBook Pro 14" · M2 Pro 16GB | Q5_K_M | ~125 | 79% | |
| MacBook Pro 14" · M5 16GB | Q5_K_M | ~96 | 79% | |
| MacBook Pro 14" · M6 16GB | Q5_K_M | ~127 | 79% | |
| MacBook Pro 16" · M1 Pro 16GB | Q5_K_M | ~125 | 79% | |
| MacBook Pro 16" · M2 Pro 16GB | Q5_K_M | ~125 | 79% | |
| Mac Mini · M1 16GB | Q5_K_M | ~43 | 79% | |
| Mac Mini · M2 16GB | Q5_K_M | ~62 | 79% | |
| Mac Mini · M2 Pro 16GB | Q5_K_M | ~125 | 79% | |
| Mac Mini · M4 16GB | Q5_K_M | ~75 | 79% | |
| Mac Mini · M6 16GB | Q5_K_M | ~127 | 79% | |
| iMac · M1 16GB | Q5_K_M | ~43 | 79% | |
| iMac · M3 16GB | Q5_K_M | ~62 | 79% | |
| iMac · M4 16GB | Q5_K_M | ~75 | 79% | |
| iMac · M6 16GB | Q5_K_M | ~127 | 79% | |
| MacBook Air · M1 8GB | — | — | 95% | |
| MacBook Air · M2 8GB | — | — | 95% | |
| MacBook Air · M3 8GB | — | — | 95% | |
| Mac Mini · M1 8GB | — | — | 95% | |
| Mac Mini · M2 8GB | — | — | 95% | |
| iMac · M1 8GB | — | — | 95% | |
| iMac · M3 8GB | — | — | 95% |
ToolPiper downloads, manages, and runs models with one click. Apple Silicon optimized.
Get ToolPiper — Free