General model by huggingfacetb · 0.36B parameters
SmolLM2 360M fits comfortably in your 24 GB Mac using Q8_0 quantization, using 4% of your RAM.
~397 tok/s
Q8_0 · 0.9 GB
| Quantization | Memory | Speed | Fits? |
|---|---|---|---|
| Q8_0 Recommended | 0.9 GB | ~397 tok/s | ✓ |
| Q6_K | 0.8 GB | ~521 tok/s | ✓ |
| Q5_K_M | 0.8 GB | ~613 tok/s | ✓ |
| Q4_K_M | 0.7 GB | ~719 tok/s | ✓ |
| Q3_K_M | 0.7 GB | ~869 tok/s | ✓ |
| Q2_K | 0.7 GB | ~1,127 tok/s | ✓ |
GGUF Sources
Minimum Mac
MacBook Air — M1 8GB
Q8_0 · ~99 tok/s · 11% RAM
| Mac | Quant | tok/s | RAM % | |
|---|---|---|---|---|
| MacBook Air · M1 8GB | Q8_0 | ~99 | 11% | |
| MacBook Air · M2 8GB | Q8_0 | ~146 | 11% | |
| MacBook Air · M3 8GB | Q8_0 | ~146 | 11% | |
| Mac Mini · M1 8GB | Q8_0 | ~99 | 11% | |
| Mac Mini · M2 8GB | Q8_0 | ~146 | 11% | |
| iMac · M1 8GB | Q8_0 | ~99 | 11% | |
| iMac · M3 8GB | Q8_0 | ~146 | 11% | |
| MacBook Air · M1 16GB | Q8_0 | ~99 | 6% | |
| MacBook Air · M2 16GB | Q8_0 | ~146 | 6% | |
| MacBook Air · M3 16GB | Q8_0 | ~146 | 6% | |
| MacBook Air · M4 16GB | Q8_0 | ~175 | 6% | |
| MacBook Air · M5 16GB | Q8_0 | ~223 | 6% | |
| MacBook Air · M6 16GB | Q8_0 | ~297 | 6% | |
| MacBook Pro 14" · M1 Pro 16GB | Q8_0 | ~291 | 6% | |
| MacBook Pro 14" · M2 Pro 16GB | Q8_0 | ~291 | 6% | |
| MacBook Pro 14" · M5 16GB | Q8_0 | ~223 | 6% | |
| MacBook Pro 14" · M6 16GB | Q8_0 | ~297 | 6% | |
| MacBook Pro 16" · M1 Pro 16GB | Q8_0 | ~291 | 6% | |
| MacBook Pro 16" · M2 Pro 16GB | Q8_0 | ~291 | 6% | |
| Mac Mini · M1 16GB | Q8_0 | ~99 | 6% | |
| Mac Mini · M2 16GB | Q8_0 | ~146 | 6% | |
| Mac Mini · M2 Pro 16GB | Q8_0 | ~291 | 6% | |
| Mac Mini · M4 16GB | Q8_0 | ~175 | 6% | |
| Mac Mini · M6 16GB | Q8_0 | ~297 | 6% | |
| iMac · M1 16GB | Q8_0 | ~99 | 6% | |
| iMac · M3 16GB | Q8_0 | ~146 | 6% | |
| iMac · M4 16GB | Q8_0 | ~175 | 6% | |
| iMac · M6 16GB | Q8_0 | ~297 | 6% | |
| MacBook Pro 14" · M3 Pro 18GB | Q8_0 | ~218 | 5% | |
| MacBook Pro 16" · M3 Pro 18GB | Q8_0 | ~218 | 5% | |
| MacBook Air · M2 24GB | Q8_0 | ~146 | 4% | |
| MacBook Air · M3 24GB | Q8_0 | ~146 | 4% | |
| MacBook Air · M4 24GB | Q8_0 | ~175 | 4% | |
| MacBook Air · M5 24GB | Q8_0 | ~223 | 4% | |
| MacBook Air · M6 24GB | Q8_0 | ~297 | 4% | |
| MacBook Pro 14" · M4 Pro 24GB | Q8_0 | ~397 | 4% | |
| MacBook Pro 14" · M5 24GB | Q8_0 | ~223 | 4% | |
| MacBook Pro 14" · M5 Pro 24GB | Q8_0 | ~447 | 4% | |
| MacBook Pro 14" · M6 24GB | Q8_0 | ~297 | 4% | |
| MacBook Pro 14" · M6 Pro 24GB | Q8_0 | ~597 | 4% | |
| MacBook Pro 16" · M4 Pro 24GB | Q8_0 | ~397 | 4% | |
| MacBook Pro 16" · M5 Pro 24GB | Q8_0 | ~447 | 4% | |
| MacBook Pro 16" · M6 Pro 24GB | Q8_0 | ~597 | 4% | |
| Mac Mini · M2 24GB | Q8_0 | ~146 | 4% | |
| Mac Mini · M4 24GB | Q8_0 | ~175 | 4% | |
| Mac Mini · M4 Pro 24GB | Q8_0 | ~397 | 4% | |
| Mac Mini · M6 24GB | Q8_0 | ~297 | 4% | |
| Mac Mini · M6 Pro 24GB | Q8_0 | ~597 | 4% | |
| iMac · M3 24GB | Q8_0 | ~146 | 4% | |
| iMac · M4 24GB | Q8_0 | ~175 | 4% | |
| iMac · M6 24GB | Q8_0 | ~297 | 4% | |
| MacBook Air · M4 32GB | Q8_0 | ~175 | 3% | |
| MacBook Air · M5 32GB | Q8_0 | ~223 | 3% | |
| MacBook Air · M6 32GB | Q8_0 | ~297 | 3% | |
| MacBook Pro 14" · M1 Pro 32GB | Q8_0 | ~291 | 3% | |
| MacBook Pro 14" · M2 Pro 32GB | Q8_0 | ~291 | 3% | |
| MacBook Pro 14" · M5 32GB | Q8_0 | ~223 | 3% | |
| MacBook Pro 14" · M6 32GB | Q8_0 | ~297 | 3% | |
| MacBook Pro 16" · M1 Pro 32GB | Q8_0 | ~291 | 3% | |
| MacBook Pro 16" · M1 Max 32GB | Q8_0 | ~582 | 3% | |
| MacBook Pro 16" · M2 Pro 32GB | Q8_0 | ~291 | 3% | |
| MacBook Pro 16" · M2 Max 32GB | Q8_0 | ~582 | 3% | |
| Mac Mini · M2 Pro 32GB | Q8_0 | ~291 | 3% | |
| Mac Mini · M4 32GB | Q8_0 | ~175 | 3% | |
| Mac Mini · M6 32GB | Q8_0 | ~297 | 3% | |
| Mac Studio · M1 Max 32GB | Q8_0 | ~582 | 3% | |
| Mac Studio · M2 Max 32GB | Q8_0 | ~582 | 3% | |
| iMac · M4 32GB | Q8_0 | ~175 | 3% | |
| iMac · M6 32GB | Q8_0 | ~297 | 3% | |
| MacBook Pro 14" · M3 Pro 36GB | Q8_0 | ~218 | 3% | |
| MacBook Pro 14" · M5 Max 36GB | Q8_0 | ~893 | 3% | |
| MacBook Pro 16" · M3 Pro 36GB | Q8_0 | ~218 | 3% | |
| MacBook Pro 16" · M3 Max 36GB | Q8_0 | ~582 | 3% | |
| MacBook Pro 16" · M4 Max 36GB | Q8_0 | ~794 | 3% | |
| MacBook Pro 16" · M5 Max 36GB | Q8_0 | ~893 | 3% | |
| Mac Studio · M4 Max 36GB | Q8_0 | ~794 | 3% | |
| MacBook Pro 14" · M4 Pro 48GB | Q8_0 | ~397 | 2% | |
| MacBook Pro 14" · M5 Pro 48GB | Q8_0 | ~447 | 2% | |
| MacBook Pro 14" · M5 Max 48GB | Q8_0 | ~893 | 2% | |
| MacBook Pro 14" · M6 Pro 48GB | Q8_0 | ~597 | 2% | |
| MacBook Pro 14" · M6 Max 48GB | Q8_0 | ~1,340 | 2% | |
| MacBook Pro 16" · M3 Max 48GB | Q8_0 | ~582 | 2% | |
| MacBook Pro 16" · M4 Pro 48GB | Q8_0 | ~397 | 2% | |
| MacBook Pro 16" · M4 Max 48GB | Q8_0 | ~794 | 2% | |
| MacBook Pro 16" · M5 Pro 48GB | Q8_0 | ~447 | 2% | |
| MacBook Pro 16" · M5 Max 48GB | Q8_0 | ~893 | 2% | |
| MacBook Pro 16" · M6 Pro 48GB | Q8_0 | ~597 | 2% | |
| MacBook Pro 16" · M6 Max 48GB | Q8_0 | ~1,340 | 2% | |
| Mac Mini · M4 Pro 48GB | Q8_0 | ~397 | 2% | |
| Mac Mini · M6 Pro 48GB | Q8_0 | ~597 | 2% | |
| Mac Studio · M6 Max 48GB | Q8_0 | ~1,340 | 2% | |
| MacBook Pro 14" · M5 Pro 64GB | Q8_0 | ~447 | 1% | |
| MacBook Pro 14" · M5 Max 64GB | Q8_0 | ~893 | 1% | |
| MacBook Pro 14" · M6 Pro 64GB | Q8_0 | ~597 | 1% | |
| MacBook Pro 14" · M6 Max 64GB | Q8_0 | ~1,340 | 1% | |
| MacBook Pro 16" · M1 Max 64GB | Q8_0 | ~582 | 1% | |
| MacBook Pro 16" · M2 Max 64GB | Q8_0 | ~582 | 1% | |
| MacBook Pro 16" · M3 Max 64GB | Q8_0 | ~582 | 1% | |
| MacBook Pro 16" · M4 Max 64GB | Q8_0 | ~794 | 1% | |
| MacBook Pro 16" · M5 Max 64GB | Q8_0 | ~893 | 1% | |
| MacBook Pro 16" · M6 Pro 64GB | Q8_0 | ~597 | 1% | |
| MacBook Pro 16" · M6 Max 64GB | Q8_0 | ~1,340 | 1% | |
| Mac Mini · M6 Pro 64GB | Q8_0 | ~597 | 1% | |
| Mac Studio · M1 Max 64GB | Q8_0 | ~582 | 1% | |
| Mac Studio · M1 Ultra 64GB | Q8_0 | ~1,164 | 1% | |
| Mac Studio · M2 Max 64GB | Q8_0 | ~582 | 1% | |
| Mac Studio · M2 Ultra 64GB | Q8_0 | ~1,164 | 1% | |
| Mac Studio · M4 Max 64GB | Q8_0 | ~794 | 1% | |
| Mac Studio · M6 Max 64GB | Q8_0 | ~1,340 | 1% | |
| MacBook Pro 16" · M2 Max 96GB | Q8_0 | ~582 | 1% | |
| MacBook Pro 16" · M3 Max 96GB | Q8_0 | ~582 | 1% | |
| Mac Studio · M2 Max 96GB | Q8_0 | ~582 | 1% | |
| Mac Studio · M2 Ultra 96GB | Q8_0 | ~1,164 | 1% | |
| Mac Pro · M2 Ultra 96GB | Q8_0 | ~1,164 | 1% | |
| MacBook Pro 14" · M5 Max 128GB | Q8_0 | ~893 | 1% | |
| MacBook Pro 14" · M6 Max 128GB | Q8_0 | ~1,340 | 1% | |
| MacBook Pro 16" · M3 Max 128GB | Q8_0 | ~582 | 1% | |
| MacBook Pro 16" · M4 Max 128GB | Q8_0 | ~794 | 1% | |
| MacBook Pro 16" · M5 Max 128GB | Q8_0 | ~893 | 1% | |
| MacBook Pro 16" · M6 Max 128GB | Q8_0 | ~1,340 | 1% | |
| Mac Studio · M1 Ultra 128GB | Q8_0 | ~1,164 | 1% | |
| Mac Studio · M2 Ultra 128GB | Q8_0 | ~1,164 | 1% | |
| Mac Studio · M4 Max 128GB | Q8_0 | ~794 | 1% | |
| Mac Studio · M4 Ultra 128GB | Q8_0 | ~1,192 | 1% | |
| Mac Studio · M6 Max 128GB | Q8_0 | ~1,340 | 1% | |
| Mac Pro · M2 Ultra 128GB | Q8_0 | ~1,164 | 1% | |
| Mac Pro · M4 Ultra 128GB | Q8_0 | ~1,192 | 1% | |
| MacBook Pro 14" · M6 Max 192GB | Q8_0 | ~1,340 | 0% | |
| MacBook Pro 16" · M6 Max 192GB | Q8_0 | ~1,340 | 0% | |
| MacBook Pro 16" · M6 Ultra 192GB | Q8_0 | ~2,682 | 0% | |
| Mac Studio · M2 Ultra 192GB | Q8_0 | ~1,164 | 0% | |
| Mac Studio · M4 Ultra 192GB | Q8_0 | ~1,192 | 0% | |
| Mac Studio · M6 Max 192GB | Q8_0 | ~1,340 | 0% | |
| Mac Studio · M6 Ultra 192GB | Q8_0 | ~2,682 | 0% | |
| Mac Pro · M2 Ultra 192GB | Q8_0 | ~1,164 | 0% | |
| Mac Pro · M4 Ultra 192GB | Q8_0 | ~1,192 | 0% | |
| Mac Pro · M6 Ultra 192GB | Q8_0 | ~2,682 | 0% | |
| MacBook Pro 16" · M6 Ultra 256GB | Q8_0 | ~2,682 | 0% | |
| Mac Studio · M4 Ultra 256GB | Q8_0 | ~1,192 | 0% | |
| Mac Studio · M6 Ultra 256GB | Q8_0 | ~2,682 | 0% | |
| Mac Pro · M4 Ultra 256GB | Q8_0 | ~1,192 | 0% | |
| Mac Pro · M6 Ultra 256GB | Q8_0 | ~2,682 | 0% | |
| MacBook Pro 16" · M6 Ultra 384GB | Q8_0 | ~2,682 | 0% | |
| Mac Studio · M6 Ultra 384GB | Q8_0 | ~2,682 | 0% | |
| Mac Pro · M6 Ultra 384GB | Q8_0 | ~2,682 | 0% |
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