General model by florence-community · 0.23B parameters
Florence 2 base fits comfortably in your 24 GB Mac using Q8_0 quantization, using 3% of your RAM.
~622 tok/s
Q8_0 · 0.8 GB
| Quantization | Memory | Speed | Fits? |
|---|---|---|---|
| Q8_0 Recommended | 0.8 GB | ~622 tok/s | ✓ |
| Q6_K | 0.7 GB | ~816 tok/s | ✓ |
| Q5_K_M | 0.7 GB | ~960 tok/s | ✓ |
| Q4_K_M | 0.6 GB | ~1,126 tok/s | ✓ |
| Q3_K_M | 0.6 GB | ~1,360 tok/s | ✓ |
| Q2_K | 0.6 GB | ~1,764 tok/s | ✓ |
Minimum Mac
MacBook Air — M1 8GB
Q8_0 · ~155 tok/s · 9% RAM
| Mac | Quant | tok/s | RAM % | |
|---|---|---|---|---|
| MacBook Air · M1 8GB | Q8_0 | ~155 | 9% | |
| MacBook Air · M2 8GB | Q8_0 | ~228 | 9% | |
| MacBook Air · M3 8GB | Q8_0 | ~228 | 9% | |
| Mac Mini · M1 8GB | Q8_0 | ~155 | 9% | |
| Mac Mini · M2 8GB | Q8_0 | ~228 | 9% | |
| iMac · M1 8GB | Q8_0 | ~155 | 9% | |
| iMac · M3 8GB | Q8_0 | ~228 | 9% | |
| MacBook Air · M1 16GB | Q8_0 | ~155 | 5% | |
| MacBook Air · M2 16GB | Q8_0 | ~228 | 5% | |
| MacBook Air · M3 16GB | Q8_0 | ~228 | 5% | |
| MacBook Air · M4 16GB | Q8_0 | ~273 | 5% | |
| MacBook Air · M5 16GB | Q8_0 | ~350 | 5% | |
| MacBook Air · M6 16GB | Q8_0 | ~465 | 5% | |
| MacBook Pro 14" · M1 Pro 16GB | Q8_0 | ~455 | 5% | |
| MacBook Pro 14" · M2 Pro 16GB | Q8_0 | ~455 | 5% | |
| MacBook Pro 14" · M5 16GB | Q8_0 | ~350 | 5% | |
| MacBook Pro 14" · M6 16GB | Q8_0 | ~465 | 5% | |
| MacBook Pro 16" · M1 Pro 16GB | Q8_0 | ~455 | 5% | |
| MacBook Pro 16" · M2 Pro 16GB | Q8_0 | ~455 | 5% | |
| Mac Mini · M1 16GB | Q8_0 | ~155 | 5% | |
| Mac Mini · M2 16GB | Q8_0 | ~228 | 5% | |
| Mac Mini · M2 Pro 16GB | Q8_0 | ~455 | 5% | |
| Mac Mini · M4 16GB | Q8_0 | ~273 | 5% | |
| Mac Mini · M6 16GB | Q8_0 | ~465 | 5% | |
| iMac · M1 16GB | Q8_0 | ~155 | 5% | |
| iMac · M3 16GB | Q8_0 | ~228 | 5% | |
| iMac · M4 16GB | Q8_0 | ~273 | 5% | |
| iMac · M6 16GB | Q8_0 | ~465 | 5% | |
| MacBook Pro 14" · M3 Pro 18GB | Q8_0 | ~342 | 4% | |
| MacBook Pro 16" · M3 Pro 18GB | Q8_0 | ~342 | 4% | |
| MacBook Air · M2 24GB | Q8_0 | ~228 | 3% | |
| MacBook Air · M3 24GB | Q8_0 | ~228 | 3% | |
| MacBook Air · M4 24GB | Q8_0 | ~273 | 3% | |
| MacBook Air · M5 24GB | Q8_0 | ~350 | 3% | |
| MacBook Air · M6 24GB | Q8_0 | ~465 | 3% | |
| MacBook Pro 14" · M4 Pro 24GB | Q8_0 | ~622 | 3% | |
| MacBook Pro 14" · M5 24GB | Q8_0 | ~350 | 3% | |
| MacBook Pro 14" · M5 Pro 24GB | Q8_0 | ~699 | 3% | |
| MacBook Pro 14" · M6 24GB | Q8_0 | ~465 | 3% | |
| MacBook Pro 14" · M6 Pro 24GB | Q8_0 | ~934 | 3% | |
| MacBook Pro 16" · M4 Pro 24GB | Q8_0 | ~622 | 3% | |
| MacBook Pro 16" · M5 Pro 24GB | Q8_0 | ~699 | 3% | |
| MacBook Pro 16" · M6 Pro 24GB | Q8_0 | ~934 | 3% | |
| Mac Mini · M2 24GB | Q8_0 | ~228 | 3% | |
| Mac Mini · M4 24GB | Q8_0 | ~273 | 3% | |
| Mac Mini · M4 Pro 24GB | Q8_0 | ~622 | 3% | |
| Mac Mini · M6 24GB | Q8_0 | ~465 | 3% | |
| Mac Mini · M6 Pro 24GB | Q8_0 | ~934 | 3% | |
| iMac · M3 24GB | Q8_0 | ~228 | 3% | |
| iMac · M4 24GB | Q8_0 | ~273 | 3% | |
| iMac · M6 24GB | Q8_0 | ~465 | 3% | |
| MacBook Air · M4 32GB | Q8_0 | ~273 | 2% | |
| MacBook Air · M5 32GB | Q8_0 | ~350 | 2% | |
| MacBook Air · M6 32GB | Q8_0 | ~465 | 2% | |
| MacBook Pro 14" · M1 Pro 32GB | Q8_0 | ~455 | 2% | |
| MacBook Pro 14" · M2 Pro 32GB | Q8_0 | ~455 | 2% | |
| MacBook Pro 14" · M5 32GB | Q8_0 | ~350 | 2% | |
| MacBook Pro 14" · M6 32GB | Q8_0 | ~465 | 2% | |
| MacBook Pro 16" · M1 Pro 32GB | Q8_0 | ~455 | 2% | |
| MacBook Pro 16" · M1 Max 32GB | Q8_0 | ~911 | 2% | |
| MacBook Pro 16" · M2 Pro 32GB | Q8_0 | ~455 | 2% | |
| MacBook Pro 16" · M2 Max 32GB | Q8_0 | ~911 | 2% | |
| Mac Mini · M2 Pro 32GB | Q8_0 | ~455 | 2% | |
| Mac Mini · M4 32GB | Q8_0 | ~273 | 2% | |
| Mac Mini · M6 32GB | Q8_0 | ~465 | 2% | |
| Mac Studio · M1 Max 32GB | Q8_0 | ~911 | 2% | |
| Mac Studio · M2 Max 32GB | Q8_0 | ~911 | 2% | |
| iMac · M4 32GB | Q8_0 | ~273 | 2% | |
| iMac · M6 32GB | Q8_0 | ~465 | 2% | |
| MacBook Pro 14" · M3 Pro 36GB | Q8_0 | ~342 | 2% | |
| MacBook Pro 14" · M5 Max 36GB | Q8_0 | ~1,398 | 2% | |
| MacBook Pro 16" · M3 Pro 36GB | Q8_0 | ~342 | 2% | |
| MacBook Pro 16" · M3 Max 36GB | Q8_0 | ~911 | 2% | |
| MacBook Pro 16" · M4 Max 36GB | Q8_0 | ~1,243 | 2% | |
| MacBook Pro 16" · M5 Max 36GB | Q8_0 | ~1,398 | 2% | |
| Mac Studio · M4 Max 36GB | Q8_0 | ~1,243 | 2% | |
| MacBook Pro 14" · M4 Pro 48GB | Q8_0 | ~622 | 2% | |
| MacBook Pro 14" · M5 Pro 48GB | Q8_0 | ~699 | 2% | |
| MacBook Pro 14" · M5 Max 48GB | Q8_0 | ~1,398 | 2% | |
| MacBook Pro 14" · M6 Pro 48GB | Q8_0 | ~934 | 2% | |
| MacBook Pro 14" · M6 Max 48GB | Q8_0 | ~2,098 | 2% | |
| MacBook Pro 16" · M3 Max 48GB | Q8_0 | ~911 | 2% | |
| MacBook Pro 16" · M4 Pro 48GB | Q8_0 | ~622 | 2% | |
| MacBook Pro 16" · M4 Max 48GB | Q8_0 | ~1,243 | 2% | |
| MacBook Pro 16" · M5 Pro 48GB | Q8_0 | ~699 | 2% | |
| MacBook Pro 16" · M5 Max 48GB | Q8_0 | ~1,398 | 2% | |
| MacBook Pro 16" · M6 Pro 48GB | Q8_0 | ~934 | 2% | |
| MacBook Pro 16" · M6 Max 48GB | Q8_0 | ~2,098 | 2% | |
| Mac Mini · M4 Pro 48GB | Q8_0 | ~622 | 2% | |
| Mac Mini · M6 Pro 48GB | Q8_0 | ~934 | 2% | |
| Mac Studio · M6 Max 48GB | Q8_0 | ~2,098 | 2% | |
| MacBook Pro 14" · M5 Pro 64GB | Q8_0 | ~699 | 1% | |
| MacBook Pro 14" · M5 Max 64GB | Q8_0 | ~1,398 | 1% | |
| MacBook Pro 14" · M6 Pro 64GB | Q8_0 | ~934 | 1% | |
| MacBook Pro 14" · M6 Max 64GB | Q8_0 | ~2,098 | 1% | |
| MacBook Pro 16" · M1 Max 64GB | Q8_0 | ~911 | 1% | |
| MacBook Pro 16" · M2 Max 64GB | Q8_0 | ~911 | 1% | |
| MacBook Pro 16" · M3 Max 64GB | Q8_0 | ~911 | 1% | |
| MacBook Pro 16" · M4 Max 64GB | Q8_0 | ~1,243 | 1% | |
| MacBook Pro 16" · M5 Max 64GB | Q8_0 | ~1,398 | 1% | |
| MacBook Pro 16" · M6 Pro 64GB | Q8_0 | ~934 | 1% | |
| MacBook Pro 16" · M6 Max 64GB | Q8_0 | ~2,098 | 1% | |
| Mac Mini · M6 Pro 64GB | Q8_0 | ~934 | 1% | |
| Mac Studio · M1 Max 64GB | Q8_0 | ~911 | 1% | |
| Mac Studio · M1 Ultra 64GB | Q8_0 | ~1,822 | 1% | |
| Mac Studio · M2 Max 64GB | Q8_0 | ~911 | 1% | |
| Mac Studio · M2 Ultra 64GB | Q8_0 | ~1,822 | 1% | |
| Mac Studio · M4 Max 64GB | Q8_0 | ~1,243 | 1% | |
| Mac Studio · M6 Max 64GB | Q8_0 | ~2,098 | 1% | |
| MacBook Pro 16" · M2 Max 96GB | Q8_0 | ~911 | 1% | |
| MacBook Pro 16" · M3 Max 96GB | Q8_0 | ~911 | 1% | |
| Mac Studio · M2 Max 96GB | Q8_0 | ~911 | 1% | |
| Mac Studio · M2 Ultra 96GB | Q8_0 | ~1,822 | 1% | |
| Mac Pro · M2 Ultra 96GB | Q8_0 | ~1,822 | 1% | |
| MacBook Pro 14" · M5 Max 128GB | Q8_0 | ~1,398 | 1% | |
| MacBook Pro 14" · M6 Max 128GB | Q8_0 | ~2,098 | 1% | |
| MacBook Pro 16" · M3 Max 128GB | Q8_0 | ~911 | 1% | |
| MacBook Pro 16" · M4 Max 128GB | Q8_0 | ~1,243 | 1% | |
| MacBook Pro 16" · M5 Max 128GB | Q8_0 | ~1,398 | 1% | |
| MacBook Pro 16" · M6 Max 128GB | Q8_0 | ~2,098 | 1% | |
| Mac Studio · M1 Ultra 128GB | Q8_0 | ~1,822 | 1% | |
| Mac Studio · M2 Ultra 128GB | Q8_0 | ~1,822 | 1% | |
| Mac Studio · M4 Max 128GB | Q8_0 | ~1,243 | 1% | |
| Mac Studio · M4 Ultra 128GB | Q8_0 | ~1,865 | 1% | |
| Mac Studio · M6 Max 128GB | Q8_0 | ~2,098 | 1% | |
| Mac Pro · M2 Ultra 128GB | Q8_0 | ~1,822 | 1% | |
| Mac Pro · M4 Ultra 128GB | Q8_0 | ~1,865 | 1% | |
| MacBook Pro 14" · M6 Max 192GB | Q8_0 | ~2,098 | 0% | |
| MacBook Pro 16" · M6 Max 192GB | Q8_0 | ~2,098 | 0% | |
| MacBook Pro 16" · M6 Ultra 192GB | Q8_0 | ~4,197 | 0% | |
| Mac Studio · M2 Ultra 192GB | Q8_0 | ~1,822 | 0% | |
| Mac Studio · M4 Ultra 192GB | Q8_0 | ~1,865 | 0% | |
| Mac Studio · M6 Max 192GB | Q8_0 | ~2,098 | 0% | |
| Mac Studio · M6 Ultra 192GB | Q8_0 | ~4,197 | 0% | |
| Mac Pro · M2 Ultra 192GB | Q8_0 | ~1,822 | 0% | |
| Mac Pro · M4 Ultra 192GB | Q8_0 | ~1,865 | 0% | |
| Mac Pro · M6 Ultra 192GB | Q8_0 | ~4,197 | 0% | |
| MacBook Pro 16" · M6 Ultra 256GB | Q8_0 | ~4,197 | 0% | |
| Mac Studio · M4 Ultra 256GB | Q8_0 | ~1,865 | 0% | |
| Mac Studio · M6 Ultra 256GB | Q8_0 | ~4,197 | 0% | |
| Mac Pro · M4 Ultra 256GB | Q8_0 | ~1,865 | 0% | |
| Mac Pro · M6 Ultra 256GB | Q8_0 | ~4,197 | 0% | |
| MacBook Pro 16" · M6 Ultra 384GB | Q8_0 | ~4,197 | 0% | |
| Mac Studio · M6 Ultra 384GB | Q8_0 | ~4,197 | 0% | |
| Mac Pro · M6 Ultra 384GB | Q8_0 | ~4,197 | 0% |
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