General model by ibm-research · 3.37B parameters
PowerMoE 3b fits comfortably in your 24 GB Mac using Q8_0 quantization, using 18% of your RAM.
~177 tok/s
Q8_0 · 4.3 GB
| Quantization | Memory | Speed | Fits? |
|---|---|---|---|
| Q8_0 Recommended | 4.3 GB | ~177 tok/s | ✓ |
| Q6_K | 3.4 GB | ~232 tok/s | ✓ |
| Q5_K_M | 3.0 GB | ~273 tok/s | ✓ |
| Q4_K_M | 2.7 GB | ~320 tok/s | ✓ |
| Q3_K_M | 2.3 GB | ~386 tok/s | ✓ |
| Q2_K | 2.0 GB | ~501 tok/s | ✓ |
GGUF Sources
Minimum Mac
MacBook Air — M1 8GB
Q8_0 · ~44 tok/s · 53% RAM
| Mac | Quant | tok/s | RAM % | |
|---|---|---|---|---|
| MacBook Air · M1 8GB | Q8_0 | ~44 | 53% | |
| MacBook Air · M2 8GB | Q8_0 | ~65 | 53% | |
| MacBook Air · M3 8GB | Q8_0 | ~65 | 53% | |
| Mac Mini · M1 8GB | Q8_0 | ~44 | 53% | |
| Mac Mini · M2 8GB | Q8_0 | ~65 | 53% | |
| iMac · M1 8GB | Q8_0 | ~44 | 53% | |
| iMac · M3 8GB | Q8_0 | ~65 | 53% | |
| MacBook Air · M1 16GB | Q8_0 | ~44 | 27% | |
| MacBook Air · M2 16GB | Q8_0 | ~65 | 27% | |
| MacBook Air · M3 16GB | Q8_0 | ~65 | 27% | |
| MacBook Air · M4 16GB | Q8_0 | ~78 | 27% | |
| MacBook Air · M5 16GB | Q8_0 | ~99 | 27% | |
| MacBook Air · M6 16GB | Q8_0 | ~132 | 27% | |
| MacBook Pro 14" · M1 Pro 16GB | Q8_0 | ~129 | 27% | |
| MacBook Pro 14" · M2 Pro 16GB | Q8_0 | ~129 | 27% | |
| MacBook Pro 14" · M5 16GB | Q8_0 | ~99 | 27% | |
| MacBook Pro 14" · M6 16GB | Q8_0 | ~132 | 27% | |
| MacBook Pro 16" · M1 Pro 16GB | Q8_0 | ~129 | 27% | |
| MacBook Pro 16" · M2 Pro 16GB | Q8_0 | ~129 | 27% | |
| Mac Mini · M1 16GB | Q8_0 | ~44 | 27% | |
| Mac Mini · M2 16GB | Q8_0 | ~65 | 27% | |
| Mac Mini · M2 Pro 16GB | Q8_0 | ~129 | 27% | |
| Mac Mini · M4 16GB | Q8_0 | ~78 | 27% | |
| Mac Mini · M6 16GB | Q8_0 | ~132 | 27% | |
| iMac · M1 16GB | Q8_0 | ~44 | 27% | |
| iMac · M3 16GB | Q8_0 | ~65 | 27% | |
| iMac · M4 16GB | Q8_0 | ~78 | 27% | |
| iMac · M6 16GB | Q8_0 | ~132 | 27% | |
| MacBook Pro 14" · M3 Pro 18GB | Q8_0 | ~97 | 24% | |
| MacBook Pro 16" · M3 Pro 18GB | Q8_0 | ~97 | 24% | |
| MacBook Air · M2 24GB | Q8_0 | ~65 | 18% | |
| MacBook Air · M3 24GB | Q8_0 | ~65 | 18% | |
| MacBook Air · M4 24GB | Q8_0 | ~78 | 18% | |
| MacBook Air · M5 24GB | Q8_0 | ~99 | 18% | |
| MacBook Air · M6 24GB | Q8_0 | ~132 | 18% | |
| MacBook Pro 14" · M4 Pro 24GB | Q8_0 | ~177 | 18% | |
| MacBook Pro 14" · M5 24GB | Q8_0 | ~99 | 18% | |
| MacBook Pro 14" · M5 Pro 24GB | Q8_0 | ~199 | 18% | |
| MacBook Pro 14" · M6 24GB | Q8_0 | ~132 | 18% | |
| MacBook Pro 14" · M6 Pro 24GB | Q8_0 | ~265 | 18% | |
| MacBook Pro 16" · M4 Pro 24GB | Q8_0 | ~177 | 18% | |
| MacBook Pro 16" · M5 Pro 24GB | Q8_0 | ~199 | 18% | |
| MacBook Pro 16" · M6 Pro 24GB | Q8_0 | ~265 | 18% | |
| Mac Mini · M2 24GB | Q8_0 | ~65 | 18% | |
| Mac Mini · M4 24GB | Q8_0 | ~78 | 18% | |
| Mac Mini · M4 Pro 24GB | Q8_0 | ~177 | 18% | |
| Mac Mini · M6 24GB | Q8_0 | ~132 | 18% | |
| Mac Mini · M6 Pro 24GB | Q8_0 | ~265 | 18% | |
| iMac · M3 24GB | Q8_0 | ~65 | 18% | |
| iMac · M4 24GB | Q8_0 | ~78 | 18% | |
| iMac · M6 24GB | Q8_0 | ~132 | 18% | |
| MacBook Air · M4 32GB | Q8_0 | ~78 | 13% | |
| MacBook Air · M5 32GB | Q8_0 | ~99 | 13% | |
| MacBook Air · M6 32GB | Q8_0 | ~132 | 13% | |
| MacBook Pro 14" · M1 Pro 32GB | Q8_0 | ~129 | 13% | |
| MacBook Pro 14" · M2 Pro 32GB | Q8_0 | ~129 | 13% | |
| MacBook Pro 14" · M5 32GB | Q8_0 | ~99 | 13% | |
| MacBook Pro 14" · M6 32GB | Q8_0 | ~132 | 13% | |
| MacBook Pro 16" · M1 Pro 32GB | Q8_0 | ~129 | 13% | |
| MacBook Pro 16" · M1 Max 32GB | Q8_0 | ~259 | 13% | |
| MacBook Pro 16" · M2 Pro 32GB | Q8_0 | ~129 | 13% | |
| MacBook Pro 16" · M2 Max 32GB | Q8_0 | ~259 | 13% | |
| Mac Mini · M2 Pro 32GB | Q8_0 | ~129 | 13% | |
| Mac Mini · M4 32GB | Q8_0 | ~78 | 13% | |
| Mac Mini · M6 32GB | Q8_0 | ~132 | 13% | |
| Mac Studio · M1 Max 32GB | Q8_0 | ~259 | 13% | |
| Mac Studio · M2 Max 32GB | Q8_0 | ~259 | 13% | |
| iMac · M4 32GB | Q8_0 | ~78 | 13% | |
| iMac · M6 32GB | Q8_0 | ~132 | 13% | |
| MacBook Pro 14" · M3 Pro 36GB | Q8_0 | ~97 | 12% | |
| MacBook Pro 14" · M5 Max 36GB | Q8_0 | ~397 | 12% | |
| MacBook Pro 16" · M3 Pro 36GB | Q8_0 | ~97 | 12% | |
| MacBook Pro 16" · M3 Max 36GB | Q8_0 | ~259 | 12% | |
| MacBook Pro 16" · M4 Max 36GB | Q8_0 | ~353 | 12% | |
| MacBook Pro 16" · M5 Max 36GB | Q8_0 | ~397 | 12% | |
| Mac Studio · M4 Max 36GB | Q8_0 | ~353 | 12% | |
| MacBook Pro 14" · M4 Pro 48GB | Q8_0 | ~177 | 9% | |
| MacBook Pro 14" · M5 Pro 48GB | Q8_0 | ~199 | 9% | |
| MacBook Pro 14" · M5 Max 48GB | Q8_0 | ~397 | 9% | |
| MacBook Pro 14" · M6 Pro 48GB | Q8_0 | ~265 | 9% | |
| MacBook Pro 14" · M6 Max 48GB | Q8_0 | ~596 | 9% | |
| MacBook Pro 16" · M3 Max 48GB | Q8_0 | ~259 | 9% | |
| MacBook Pro 16" · M4 Pro 48GB | Q8_0 | ~177 | 9% | |
| MacBook Pro 16" · M4 Max 48GB | Q8_0 | ~353 | 9% | |
| MacBook Pro 16" · M5 Pro 48GB | Q8_0 | ~199 | 9% | |
| MacBook Pro 16" · M5 Max 48GB | Q8_0 | ~397 | 9% | |
| MacBook Pro 16" · M6 Pro 48GB | Q8_0 | ~265 | 9% | |
| MacBook Pro 16" · M6 Max 48GB | Q8_0 | ~596 | 9% | |
| Mac Mini · M4 Pro 48GB | Q8_0 | ~177 | 9% | |
| Mac Mini · M6 Pro 48GB | Q8_0 | ~265 | 9% | |
| Mac Studio · M6 Max 48GB | Q8_0 | ~596 | 9% | |
| MacBook Pro 14" · M5 Pro 64GB | Q8_0 | ~199 | 7% | |
| MacBook Pro 14" · M5 Max 64GB | Q8_0 | ~397 | 7% | |
| MacBook Pro 14" · M6 Pro 64GB | Q8_0 | ~265 | 7% | |
| MacBook Pro 14" · M6 Max 64GB | Q8_0 | ~596 | 7% | |
| MacBook Pro 16" · M1 Max 64GB | Q8_0 | ~259 | 7% | |
| MacBook Pro 16" · M2 Max 64GB | Q8_0 | ~259 | 7% | |
| MacBook Pro 16" · M3 Max 64GB | Q8_0 | ~259 | 7% | |
| MacBook Pro 16" · M4 Max 64GB | Q8_0 | ~353 | 7% | |
| MacBook Pro 16" · M5 Max 64GB | Q8_0 | ~397 | 7% | |
| MacBook Pro 16" · M6 Pro 64GB | Q8_0 | ~265 | 7% | |
| MacBook Pro 16" · M6 Max 64GB | Q8_0 | ~596 | 7% | |
| Mac Mini · M6 Pro 64GB | Q8_0 | ~265 | 7% | |
| Mac Studio · M1 Max 64GB | Q8_0 | ~259 | 7% | |
| Mac Studio · M1 Ultra 64GB | Q8_0 | ~517 | 7% | |
| Mac Studio · M2 Max 64GB | Q8_0 | ~259 | 7% | |
| Mac Studio · M2 Ultra 64GB | Q8_0 | ~517 | 7% | |
| Mac Studio · M4 Max 64GB | Q8_0 | ~353 | 7% | |
| Mac Studio · M6 Max 64GB | Q8_0 | ~596 | 7% | |
| MacBook Pro 16" · M2 Max 96GB | Q8_0 | ~259 | 4% | |
| MacBook Pro 16" · M3 Max 96GB | Q8_0 | ~259 | 4% | |
| Mac Studio · M2 Max 96GB | Q8_0 | ~259 | 4% | |
| Mac Studio · M2 Ultra 96GB | Q8_0 | ~517 | 4% | |
| Mac Pro · M2 Ultra 96GB | Q8_0 | ~517 | 4% | |
| MacBook Pro 14" · M5 Max 128GB | Q8_0 | ~397 | 3% | |
| MacBook Pro 14" · M6 Max 128GB | Q8_0 | ~596 | 3% | |
| MacBook Pro 16" · M3 Max 128GB | Q8_0 | ~259 | 3% | |
| MacBook Pro 16" · M4 Max 128GB | Q8_0 | ~353 | 3% | |
| MacBook Pro 16" · M5 Max 128GB | Q8_0 | ~397 | 3% | |
| MacBook Pro 16" · M6 Max 128GB | Q8_0 | ~596 | 3% | |
| Mac Studio · M1 Ultra 128GB | Q8_0 | ~517 | 3% | |
| Mac Studio · M2 Ultra 128GB | Q8_0 | ~517 | 3% | |
| Mac Studio · M4 Max 128GB | Q8_0 | ~353 | 3% | |
| Mac Studio · M4 Ultra 128GB | Q8_0 | ~530 | 3% | |
| Mac Studio · M6 Max 128GB | Q8_0 | ~596 | 3% | |
| Mac Pro · M2 Ultra 128GB | Q8_0 | ~517 | 3% | |
| Mac Pro · M4 Ultra 128GB | Q8_0 | ~530 | 3% | |
| MacBook Pro 14" · M6 Max 192GB | Q8_0 | ~596 | 2% | |
| MacBook Pro 16" · M6 Max 192GB | Q8_0 | ~596 | 2% | |
| MacBook Pro 16" · M6 Ultra 192GB | Q8_0 | ~1,192 | 2% | |
| Mac Studio · M2 Ultra 192GB | Q8_0 | ~517 | 2% | |
| Mac Studio · M4 Ultra 192GB | Q8_0 | ~530 | 2% | |
| Mac Studio · M6 Max 192GB | Q8_0 | ~596 | 2% | |
| Mac Studio · M6 Ultra 192GB | Q8_0 | ~1,192 | 2% | |
| Mac Pro · M2 Ultra 192GB | Q8_0 | ~517 | 2% | |
| Mac Pro · M4 Ultra 192GB | Q8_0 | ~530 | 2% | |
| Mac Pro · M6 Ultra 192GB | Q8_0 | ~1,192 | 2% | |
| MacBook Pro 16" · M6 Ultra 256GB | Q8_0 | ~1,192 | 2% | |
| Mac Studio · M4 Ultra 256GB | Q8_0 | ~530 | 2% | |
| Mac Studio · M6 Ultra 256GB | Q8_0 | ~1,192 | 2% | |
| Mac Pro · M4 Ultra 256GB | Q8_0 | ~530 | 2% | |
| Mac Pro · M6 Ultra 256GB | Q8_0 | ~1,192 | 2% | |
| MacBook Pro 16" · M6 Ultra 384GB | Q8_0 | ~1,192 | 1% | |
| Mac Studio · M6 Ultra 384GB | Q8_0 | ~1,192 | 1% | |
| Mac Pro · M6 Ultra 384GB | Q8_0 | ~1,192 | 1% |
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