Reasoning model by lmstudio-community · 0.6B parameters
Phi 4 mini reasoning fits comfortably in your 24 GB Mac using mlx-8bit quantization, using 5% of your RAM.
~250 tok/s
mlx-8bit · 1.1 GB
| Quantization | Memory | Speed | Fits? |
|---|---|---|---|
| mlx-8bit Recommended | 1.1 GB | ~250 tok/s | ✓ |
| mlx-4bit | 0.9 GB | ~455 tok/s | ✓ |
Minimum Mac
MacBook Air — M1 8GB
mlx-8bit · ~63 tok/s · 14% RAM
| Mac | Quant | tok/s | RAM % | |
|---|---|---|---|---|
| MacBook Air · M1 8GB | mlx-8bit | ~63 | 14% | |
| MacBook Air · M2 8GB | mlx-8bit | ~92 | 14% | |
| MacBook Air · M3 8GB | mlx-8bit | ~92 | 14% | |
| Mac Mini · M1 8GB | mlx-8bit | ~63 | 14% | |
| Mac Mini · M2 8GB | mlx-8bit | ~92 | 14% | |
| iMac · M1 8GB | mlx-8bit | ~63 | 14% | |
| iMac · M3 8GB | mlx-8bit | ~92 | 14% | |
| MacBook Air · M1 16GB | mlx-8bit | ~63 | 7% | |
| MacBook Air · M2 16GB | mlx-8bit | ~92 | 7% | |
| MacBook Air · M3 16GB | mlx-8bit | ~92 | 7% | |
| MacBook Air · M4 16GB | mlx-8bit | ~110 | 7% | |
| MacBook Air · M5 16GB | mlx-8bit | ~141 | 7% | |
| MacBook Air · M6 16GB | mlx-8bit | ~187 | 7% | |
| MacBook Pro 14" · M1 Pro 16GB | mlx-8bit | ~183 | 7% | |
| MacBook Pro 14" · M2 Pro 16GB | mlx-8bit | ~183 | 7% | |
| MacBook Pro 14" · M5 16GB | mlx-8bit | ~141 | 7% | |
| MacBook Pro 14" · M6 16GB | mlx-8bit | ~187 | 7% | |
| MacBook Pro 16" · M1 Pro 16GB | mlx-8bit | ~183 | 7% | |
| MacBook Pro 16" · M2 Pro 16GB | mlx-8bit | ~183 | 7% | |
| Mac Mini · M1 16GB | mlx-8bit | ~63 | 7% | |
| Mac Mini · M2 16GB | mlx-8bit | ~92 | 7% | |
| Mac Mini · M2 Pro 16GB | mlx-8bit | ~183 | 7% | |
| Mac Mini · M4 16GB | mlx-8bit | ~110 | 7% | |
| Mac Mini · M6 16GB | mlx-8bit | ~187 | 7% | |
| iMac · M1 16GB | mlx-8bit | ~63 | 7% | |
| iMac · M3 16GB | mlx-8bit | ~92 | 7% | |
| iMac · M4 16GB | mlx-8bit | ~110 | 7% | |
| iMac · M6 16GB | mlx-8bit | ~187 | 7% | |
| MacBook Pro 14" · M3 Pro 18GB | mlx-8bit | ~138 | 6% | |
| MacBook Pro 16" · M3 Pro 18GB | mlx-8bit | ~138 | 6% | |
| MacBook Air · M2 24GB | mlx-8bit | ~92 | 5% | |
| MacBook Air · M3 24GB | mlx-8bit | ~92 | 5% | |
| MacBook Air · M4 24GB | mlx-8bit | ~110 | 5% | |
| MacBook Air · M5 24GB | mlx-8bit | ~141 | 5% | |
| MacBook Air · M6 24GB | mlx-8bit | ~187 | 5% | |
| MacBook Pro 14" · M4 Pro 24GB | mlx-8bit | ~250 | 5% | |
| MacBook Pro 14" · M5 24GB | mlx-8bit | ~141 | 5% | |
| MacBook Pro 14" · M5 Pro 24GB | mlx-8bit | ~281 | 5% | |
| MacBook Pro 14" · M6 24GB | mlx-8bit | ~187 | 5% | |
| MacBook Pro 14" · M6 Pro 24GB | mlx-8bit | ~376 | 5% | |
| MacBook Pro 16" · M4 Pro 24GB | mlx-8bit | ~250 | 5% | |
| MacBook Pro 16" · M5 Pro 24GB | mlx-8bit | ~281 | 5% | |
| MacBook Pro 16" · M6 Pro 24GB | mlx-8bit | ~376 | 5% | |
| Mac Mini · M2 24GB | mlx-8bit | ~92 | 5% | |
| Mac Mini · M4 24GB | mlx-8bit | ~110 | 5% | |
| Mac Mini · M4 Pro 24GB | mlx-8bit | ~250 | 5% | |
| Mac Mini · M6 24GB | mlx-8bit | ~187 | 5% | |
| Mac Mini · M6 Pro 24GB | mlx-8bit | ~376 | 5% | |
| iMac · M3 24GB | mlx-8bit | ~92 | 5% | |
| iMac · M4 24GB | mlx-8bit | ~110 | 5% | |
| iMac · M6 24GB | mlx-8bit | ~187 | 5% | |
| MacBook Air · M4 32GB | mlx-8bit | ~110 | 4% | |
| MacBook Air · M5 32GB | mlx-8bit | ~141 | 4% | |
| MacBook Air · M6 32GB | mlx-8bit | ~187 | 4% | |
| MacBook Pro 14" · M1 Pro 32GB | mlx-8bit | ~183 | 4% | |
| MacBook Pro 14" · M2 Pro 32GB | mlx-8bit | ~183 | 4% | |
| MacBook Pro 14" · M5 32GB | mlx-8bit | ~141 | 4% | |
| MacBook Pro 14" · M6 32GB | mlx-8bit | ~187 | 4% | |
| MacBook Pro 16" · M1 Pro 32GB | mlx-8bit | ~183 | 4% | |
| MacBook Pro 16" · M1 Max 32GB | mlx-8bit | ~367 | 4% | |
| MacBook Pro 16" · M2 Pro 32GB | mlx-8bit | ~183 | 4% | |
| MacBook Pro 16" · M2 Max 32GB | mlx-8bit | ~367 | 4% | |
| Mac Mini · M2 Pro 32GB | mlx-8bit | ~183 | 4% | |
| Mac Mini · M4 32GB | mlx-8bit | ~110 | 4% | |
| Mac Mini · M6 32GB | mlx-8bit | ~187 | 4% | |
| Mac Studio · M1 Max 32GB | mlx-8bit | ~367 | 4% | |
| Mac Studio · M2 Max 32GB | mlx-8bit | ~367 | 4% | |
| iMac · M4 32GB | mlx-8bit | ~110 | 4% | |
| iMac · M6 32GB | mlx-8bit | ~187 | 4% | |
| MacBook Pro 14" · M3 Pro 36GB | mlx-8bit | ~138 | 3% | |
| MacBook Pro 14" · M5 Max 36GB | mlx-8bit | ~563 | 3% | |
| MacBook Pro 16" · M3 Pro 36GB | mlx-8bit | ~138 | 3% | |
| MacBook Pro 16" · M3 Max 36GB | mlx-8bit | ~367 | 3% | |
| MacBook Pro 16" · M4 Max 36GB | mlx-8bit | ~501 | 3% | |
| MacBook Pro 16" · M5 Max 36GB | mlx-8bit | ~563 | 3% | |
| Mac Studio · M4 Max 36GB | mlx-8bit | ~501 | 3% | |
| MacBook Pro 14" · M4 Pro 48GB | mlx-8bit | ~250 | 2% | |
| MacBook Pro 14" · M5 Pro 48GB | mlx-8bit | ~281 | 2% | |
| MacBook Pro 14" · M5 Max 48GB | mlx-8bit | ~563 | 2% | |
| MacBook Pro 14" · M6 Pro 48GB | mlx-8bit | ~376 | 2% | |
| MacBook Pro 14" · M6 Max 48GB | mlx-8bit | ~844 | 2% | |
| MacBook Pro 16" · M3 Max 48GB | mlx-8bit | ~367 | 2% | |
| MacBook Pro 16" · M4 Pro 48GB | mlx-8bit | ~250 | 2% | |
| MacBook Pro 16" · M4 Max 48GB | mlx-8bit | ~501 | 2% | |
| MacBook Pro 16" · M5 Pro 48GB | mlx-8bit | ~281 | 2% | |
| MacBook Pro 16" · M5 Max 48GB | mlx-8bit | ~563 | 2% | |
| MacBook Pro 16" · M6 Pro 48GB | mlx-8bit | ~376 | 2% | |
| MacBook Pro 16" · M6 Max 48GB | mlx-8bit | ~844 | 2% | |
| Mac Mini · M4 Pro 48GB | mlx-8bit | ~250 | 2% | |
| Mac Mini · M6 Pro 48GB | mlx-8bit | ~376 | 2% | |
| Mac Studio · M6 Max 48GB | mlx-8bit | ~844 | 2% | |
| MacBook Pro 14" · M5 Pro 64GB | mlx-8bit | ~281 | 2% | |
| MacBook Pro 14" · M5 Max 64GB | mlx-8bit | ~563 | 2% | |
| MacBook Pro 14" · M6 Pro 64GB | mlx-8bit | ~376 | 2% | |
| MacBook Pro 14" · M6 Max 64GB | mlx-8bit | ~844 | 2% | |
| MacBook Pro 16" · M1 Max 64GB | mlx-8bit | ~367 | 2% | |
| MacBook Pro 16" · M2 Max 64GB | mlx-8bit | ~367 | 2% | |
| MacBook Pro 16" · M3 Max 64GB | mlx-8bit | ~367 | 2% | |
| MacBook Pro 16" · M4 Max 64GB | mlx-8bit | ~501 | 2% | |
| MacBook Pro 16" · M5 Max 64GB | mlx-8bit | ~563 | 2% | |
| MacBook Pro 16" · M6 Pro 64GB | mlx-8bit | ~376 | 2% | |
| MacBook Pro 16" · M6 Max 64GB | mlx-8bit | ~844 | 2% | |
| Mac Mini · M6 Pro 64GB | mlx-8bit | ~376 | 2% | |
| Mac Studio · M1 Max 64GB | mlx-8bit | ~367 | 2% | |
| Mac Studio · M1 Ultra 64GB | mlx-8bit | ~733 | 2% | |
| Mac Studio · M2 Max 64GB | mlx-8bit | ~367 | 2% | |
| Mac Studio · M2 Ultra 64GB | mlx-8bit | ~733 | 2% | |
| Mac Studio · M4 Max 64GB | mlx-8bit | ~501 | 2% | |
| Mac Studio · M6 Max 64GB | mlx-8bit | ~844 | 2% | |
| MacBook Pro 16" · M2 Max 96GB | mlx-8bit | ~367 | 1% | |
| MacBook Pro 16" · M3 Max 96GB | mlx-8bit | ~367 | 1% | |
| Mac Studio · M2 Max 96GB | mlx-8bit | ~367 | 1% | |
| Mac Studio · M2 Ultra 96GB | mlx-8bit | ~733 | 1% | |
| Mac Pro · M2 Ultra 96GB | mlx-8bit | ~733 | 1% | |
| MacBook Pro 14" · M5 Max 128GB | mlx-8bit | ~563 | 1% | |
| MacBook Pro 14" · M6 Max 128GB | mlx-8bit | ~844 | 1% | |
| MacBook Pro 16" · M3 Max 128GB | mlx-8bit | ~367 | 1% | |
| MacBook Pro 16" · M4 Max 128GB | mlx-8bit | ~501 | 1% | |
| MacBook Pro 16" · M5 Max 128GB | mlx-8bit | ~563 | 1% | |
| MacBook Pro 16" · M6 Max 128GB | mlx-8bit | ~844 | 1% | |
| Mac Studio · M1 Ultra 128GB | mlx-8bit | ~733 | 1% | |
| Mac Studio · M2 Ultra 128GB | mlx-8bit | ~733 | 1% | |
| Mac Studio · M4 Max 128GB | mlx-8bit | ~501 | 1% | |
| Mac Studio · M4 Ultra 128GB | mlx-8bit | ~751 | 1% | |
| Mac Studio · M6 Max 128GB | mlx-8bit | ~844 | 1% | |
| Mac Pro · M2 Ultra 128GB | mlx-8bit | ~733 | 1% | |
| Mac Pro · M4 Ultra 128GB | mlx-8bit | ~751 | 1% | |
| MacBook Pro 14" · M6 Max 192GB | mlx-8bit | ~844 | 1% | |
| MacBook Pro 16" · M6 Max 192GB | mlx-8bit | ~844 | 1% | |
| MacBook Pro 16" · M6 Ultra 192GB | mlx-8bit | ~1,689 | 1% | |
| Mac Studio · M2 Ultra 192GB | mlx-8bit | ~733 | 1% | |
| Mac Studio · M4 Ultra 192GB | mlx-8bit | ~751 | 1% | |
| Mac Studio · M6 Max 192GB | mlx-8bit | ~844 | 1% | |
| Mac Studio · M6 Ultra 192GB | mlx-8bit | ~1,689 | 1% | |
| Mac Pro · M2 Ultra 192GB | mlx-8bit | ~733 | 1% | |
| Mac Pro · M4 Ultra 192GB | mlx-8bit | ~751 | 1% | |
| Mac Pro · M6 Ultra 192GB | mlx-8bit | ~1,689 | 1% | |
| MacBook Pro 16" · M6 Ultra 256GB | mlx-8bit | ~1,689 | 0% | |
| Mac Studio · M4 Ultra 256GB | mlx-8bit | ~751 | 0% | |
| Mac Studio · M6 Ultra 256GB | mlx-8bit | ~1,689 | 0% | |
| Mac Pro · M4 Ultra 256GB | mlx-8bit | ~751 | 0% | |
| Mac Pro · M6 Ultra 256GB | mlx-8bit | ~1,689 | 0% | |
| MacBook Pro 16" · M6 Ultra 384GB | mlx-8bit | ~1,689 | 0% | |
| Mac Studio · M6 Ultra 384GB | mlx-8bit | ~1,689 | 0% | |
| Mac Pro · M6 Ultra 384GB | mlx-8bit | ~1,689 | 0% |
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