Reasoning model by lmstudio-community · 2.29B parameters
Phi 4 reasoning plus fits comfortably in your 24 GB Mac using mlx-8bit quantization, using 12% of your RAM.
~66 tok/s
mlx-8bit · 2.9 GB
| Quantization | Memory | Speed | Fits? |
|---|---|---|---|
| mlx-8bit Recommended | 2.9 GB | ~66 tok/s | ✓ |
| mlx-4bit | 1.9 GB | ~119 tok/s | ✓ |
Minimum Mac
MacBook Air — M1 8GB
mlx-8bit · ~16 tok/s · 37% RAM
| Mac | Quant | tok/s | RAM % | |
|---|---|---|---|---|
| MacBook Air · M1 8GB | mlx-8bit | ~16 | 37% | |
| MacBook Air · M2 8GB | mlx-8bit | ~24 | 37% | |
| MacBook Air · M3 8GB | mlx-8bit | ~24 | 37% | |
| Mac Mini · M1 8GB | mlx-8bit | ~16 | 37% | |
| Mac Mini · M2 8GB | mlx-8bit | ~24 | 37% | |
| iMac · M1 8GB | mlx-8bit | ~16 | 37% | |
| iMac · M3 8GB | mlx-8bit | ~24 | 37% | |
| MacBook Air · M1 16GB | mlx-8bit | ~16 | 18% | |
| MacBook Air · M2 16GB | mlx-8bit | ~24 | 18% | |
| MacBook Air · M3 16GB | mlx-8bit | ~24 | 18% | |
| MacBook Air · M4 16GB | mlx-8bit | ~29 | 18% | |
| MacBook Air · M5 16GB | mlx-8bit | ~37 | 18% | |
| MacBook Air · M6 16GB | mlx-8bit | ~49 | 18% | |
| MacBook Pro 14" · M1 Pro 16GB | mlx-8bit | ~48 | 18% | |
| MacBook Pro 14" · M2 Pro 16GB | mlx-8bit | ~48 | 18% | |
| MacBook Pro 14" · M5 16GB | mlx-8bit | ~37 | 18% | |
| MacBook Pro 14" · M6 16GB | mlx-8bit | ~49 | 18% | |
| MacBook Pro 16" · M1 Pro 16GB | mlx-8bit | ~48 | 18% | |
| MacBook Pro 16" · M2 Pro 16GB | mlx-8bit | ~48 | 18% | |
| Mac Mini · M1 16GB | mlx-8bit | ~16 | 18% | |
| Mac Mini · M2 16GB | mlx-8bit | ~24 | 18% | |
| Mac Mini · M2 Pro 16GB | mlx-8bit | ~48 | 18% | |
| Mac Mini · M4 16GB | mlx-8bit | ~29 | 18% | |
| Mac Mini · M6 16GB | mlx-8bit | ~49 | 18% | |
| iMac · M1 16GB | mlx-8bit | ~16 | 18% | |
| iMac · M3 16GB | mlx-8bit | ~24 | 18% | |
| iMac · M4 16GB | mlx-8bit | ~29 | 18% | |
| iMac · M6 16GB | mlx-8bit | ~49 | 18% | |
| MacBook Pro 14" · M3 Pro 18GB | mlx-8bit | ~36 | 16% | |
| MacBook Pro 16" · M3 Pro 18GB | mlx-8bit | ~36 | 16% | |
| MacBook Air · M2 24GB | mlx-8bit | ~24 | 12% | |
| MacBook Air · M3 24GB | mlx-8bit | ~24 | 12% | |
| MacBook Air · M4 24GB | mlx-8bit | ~29 | 12% | |
| MacBook Air · M5 24GB | mlx-8bit | ~37 | 12% | |
| MacBook Air · M6 24GB | mlx-8bit | ~49 | 12% | |
| MacBook Pro 14" · M4 Pro 24GB | mlx-8bit | ~66 | 12% | |
| MacBook Pro 14" · M5 24GB | mlx-8bit | ~37 | 12% | |
| MacBook Pro 14" · M5 Pro 24GB | mlx-8bit | ~74 | 12% | |
| MacBook Pro 14" · M6 24GB | mlx-8bit | ~49 | 12% | |
| MacBook Pro 14" · M6 Pro 24GB | mlx-8bit | ~98 | 12% | |
| MacBook Pro 16" · M4 Pro 24GB | mlx-8bit | ~66 | 12% | |
| MacBook Pro 16" · M5 Pro 24GB | mlx-8bit | ~74 | 12% | |
| MacBook Pro 16" · M6 Pro 24GB | mlx-8bit | ~98 | 12% | |
| Mac Mini · M2 24GB | mlx-8bit | ~24 | 12% | |
| Mac Mini · M4 24GB | mlx-8bit | ~29 | 12% | |
| Mac Mini · M4 Pro 24GB | mlx-8bit | ~66 | 12% | |
| Mac Mini · M6 24GB | mlx-8bit | ~49 | 12% | |
| Mac Mini · M6 Pro 24GB | mlx-8bit | ~98 | 12% | |
| iMac · M3 24GB | mlx-8bit | ~24 | 12% | |
| iMac · M4 24GB | mlx-8bit | ~29 | 12% | |
| iMac · M6 24GB | mlx-8bit | ~49 | 12% | |
| MacBook Air · M4 32GB | mlx-8bit | ~29 | 9% | |
| MacBook Air · M5 32GB | mlx-8bit | ~37 | 9% | |
| MacBook Air · M6 32GB | mlx-8bit | ~49 | 9% | |
| MacBook Pro 14" · M1 Pro 32GB | mlx-8bit | ~48 | 9% | |
| MacBook Pro 14" · M2 Pro 32GB | mlx-8bit | ~48 | 9% | |
| MacBook Pro 14" · M5 32GB | mlx-8bit | ~37 | 9% | |
| MacBook Pro 14" · M6 32GB | mlx-8bit | ~49 | 9% | |
| MacBook Pro 16" · M1 Pro 32GB | mlx-8bit | ~48 | 9% | |
| MacBook Pro 16" · M1 Max 32GB | mlx-8bit | ~96 | 9% | |
| MacBook Pro 16" · M2 Pro 32GB | mlx-8bit | ~48 | 9% | |
| MacBook Pro 16" · M2 Max 32GB | mlx-8bit | ~96 | 9% | |
| Mac Mini · M2 Pro 32GB | mlx-8bit | ~48 | 9% | |
| Mac Mini · M4 32GB | mlx-8bit | ~29 | 9% | |
| Mac Mini · M6 32GB | mlx-8bit | ~49 | 9% | |
| Mac Studio · M1 Max 32GB | mlx-8bit | ~96 | 9% | |
| Mac Studio · M2 Max 32GB | mlx-8bit | ~96 | 9% | |
| iMac · M4 32GB | mlx-8bit | ~29 | 9% | |
| iMac · M6 32GB | mlx-8bit | ~49 | 9% | |
| MacBook Pro 14" · M3 Pro 36GB | mlx-8bit | ~36 | 8% | |
| MacBook Pro 14" · M5 Max 36GB | mlx-8bit | ~147 | 8% | |
| MacBook Pro 16" · M3 Pro 36GB | mlx-8bit | ~36 | 8% | |
| MacBook Pro 16" · M3 Max 36GB | mlx-8bit | ~96 | 8% | |
| MacBook Pro 16" · M4 Max 36GB | mlx-8bit | ~131 | 8% | |
| MacBook Pro 16" · M5 Max 36GB | mlx-8bit | ~147 | 8% | |
| Mac Studio · M4 Max 36GB | mlx-8bit | ~131 | 8% | |
| MacBook Pro 14" · M4 Pro 48GB | mlx-8bit | ~66 | 6% | |
| MacBook Pro 14" · M5 Pro 48GB | mlx-8bit | ~74 | 6% | |
| MacBook Pro 14" · M5 Max 48GB | mlx-8bit | ~147 | 6% | |
| MacBook Pro 14" · M6 Pro 48GB | mlx-8bit | ~98 | 6% | |
| MacBook Pro 14" · M6 Max 48GB | mlx-8bit | ~221 | 6% | |
| MacBook Pro 16" · M3 Max 48GB | mlx-8bit | ~96 | 6% | |
| MacBook Pro 16" · M4 Pro 48GB | mlx-8bit | ~66 | 6% | |
| MacBook Pro 16" · M4 Max 48GB | mlx-8bit | ~131 | 6% | |
| MacBook Pro 16" · M5 Pro 48GB | mlx-8bit | ~74 | 6% | |
| MacBook Pro 16" · M5 Max 48GB | mlx-8bit | ~147 | 6% | |
| MacBook Pro 16" · M6 Pro 48GB | mlx-8bit | ~98 | 6% | |
| MacBook Pro 16" · M6 Max 48GB | mlx-8bit | ~221 | 6% | |
| Mac Mini · M4 Pro 48GB | mlx-8bit | ~66 | 6% | |
| Mac Mini · M6 Pro 48GB | mlx-8bit | ~98 | 6% | |
| Mac Studio · M6 Max 48GB | mlx-8bit | ~221 | 6% | |
| MacBook Pro 14" · M5 Pro 64GB | mlx-8bit | ~74 | 5% | |
| MacBook Pro 14" · M5 Max 64GB | mlx-8bit | ~147 | 5% | |
| MacBook Pro 14" · M6 Pro 64GB | mlx-8bit | ~98 | 5% | |
| MacBook Pro 14" · M6 Max 64GB | mlx-8bit | ~221 | 5% | |
| MacBook Pro 16" · M1 Max 64GB | mlx-8bit | ~96 | 5% | |
| MacBook Pro 16" · M2 Max 64GB | mlx-8bit | ~96 | 5% | |
| MacBook Pro 16" · M3 Max 64GB | mlx-8bit | ~96 | 5% | |
| MacBook Pro 16" · M4 Max 64GB | mlx-8bit | ~131 | 5% | |
| MacBook Pro 16" · M5 Max 64GB | mlx-8bit | ~147 | 5% | |
| MacBook Pro 16" · M6 Pro 64GB | mlx-8bit | ~98 | 5% | |
| MacBook Pro 16" · M6 Max 64GB | mlx-8bit | ~221 | 5% | |
| Mac Mini · M6 Pro 64GB | mlx-8bit | ~98 | 5% | |
| Mac Studio · M1 Max 64GB | mlx-8bit | ~96 | 5% | |
| Mac Studio · M1 Ultra 64GB | mlx-8bit | ~192 | 5% | |
| Mac Studio · M2 Max 64GB | mlx-8bit | ~96 | 5% | |
| Mac Studio · M2 Ultra 64GB | mlx-8bit | ~192 | 5% | |
| Mac Studio · M4 Max 64GB | mlx-8bit | ~131 | 5% | |
| Mac Studio · M6 Max 64GB | mlx-8bit | ~221 | 5% | |
| MacBook Pro 16" · M2 Max 96GB | mlx-8bit | ~96 | 3% | |
| MacBook Pro 16" · M3 Max 96GB | mlx-8bit | ~96 | 3% | |
| Mac Studio · M2 Max 96GB | mlx-8bit | ~96 | 3% | |
| Mac Studio · M2 Ultra 96GB | mlx-8bit | ~192 | 3% | |
| Mac Pro · M2 Ultra 96GB | mlx-8bit | ~192 | 3% | |
| MacBook Pro 14" · M5 Max 128GB | mlx-8bit | ~147 | 2% | |
| MacBook Pro 14" · M6 Max 128GB | mlx-8bit | ~221 | 2% | |
| MacBook Pro 16" · M3 Max 128GB | mlx-8bit | ~96 | 2% | |
| MacBook Pro 16" · M4 Max 128GB | mlx-8bit | ~131 | 2% | |
| MacBook Pro 16" · M5 Max 128GB | mlx-8bit | ~147 | 2% | |
| MacBook Pro 16" · M6 Max 128GB | mlx-8bit | ~221 | 2% | |
| Mac Studio · M1 Ultra 128GB | mlx-8bit | ~192 | 2% | |
| Mac Studio · M2 Ultra 128GB | mlx-8bit | ~192 | 2% | |
| Mac Studio · M4 Max 128GB | mlx-8bit | ~131 | 2% | |
| Mac Studio · M4 Ultra 128GB | mlx-8bit | ~197 | 2% | |
| Mac Studio · M6 Max 128GB | mlx-8bit | ~221 | 2% | |
| Mac Pro · M2 Ultra 128GB | mlx-8bit | ~192 | 2% | |
| Mac Pro · M4 Ultra 128GB | mlx-8bit | ~197 | 2% | |
| MacBook Pro 14" · M6 Max 192GB | mlx-8bit | ~221 | 2% | |
| MacBook Pro 16" · M6 Max 192GB | mlx-8bit | ~221 | 2% | |
| MacBook Pro 16" · M6 Ultra 192GB | mlx-8bit | ~443 | 2% | |
| Mac Studio · M2 Ultra 192GB | mlx-8bit | ~192 | 2% | |
| Mac Studio · M4 Ultra 192GB | mlx-8bit | ~197 | 2% | |
| Mac Studio · M6 Max 192GB | mlx-8bit | ~221 | 2% | |
| Mac Studio · M6 Ultra 192GB | mlx-8bit | ~443 | 2% | |
| Mac Pro · M2 Ultra 192GB | mlx-8bit | ~192 | 2% | |
| Mac Pro · M4 Ultra 192GB | mlx-8bit | ~197 | 2% | |
| Mac Pro · M6 Ultra 192GB | mlx-8bit | ~443 | 2% | |
| MacBook Pro 16" · M6 Ultra 256GB | mlx-8bit | ~443 | 1% | |
| Mac Studio · M4 Ultra 256GB | mlx-8bit | ~197 | 1% | |
| Mac Studio · M6 Ultra 256GB | mlx-8bit | ~443 | 1% | |
| Mac Pro · M4 Ultra 256GB | mlx-8bit | ~197 | 1% | |
| Mac Pro · M6 Ultra 256GB | mlx-8bit | ~443 | 1% | |
| MacBook Pro 16" · M6 Ultra 384GB | mlx-8bit | ~443 | 1% | |
| Mac Studio · M6 Ultra 384GB | mlx-8bit | ~443 | 1% | |
| Mac Pro · M6 Ultra 384GB | mlx-8bit | ~443 | 1% |
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