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Isaac 0.1

General model by perceptronai · 2.57B parameters

Chip
Unified Memory
Bandwidth 307 GB/s
Available for Models ~21 GB

Runs Excellently

Isaac 0.1 fits comfortably in your 24 GB Mac using Q8_0 quantization, using 14% of your RAM.

~63 tok/s

Q8_0 · 3.4 GB

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 3.4 GB~63 tok/s✓
Q6_K 2.7 GB~82 tok/s✓
Q5_K_M 2.4 GB~97 tok/s✓
Q4_K_M 2.2 GB~113 tok/s✓
Q3_K_M 1.9 GB~137 tok/s✓
Q2_K 1.6 GB~178 tok/s✓

Specifications

Parameters2.6B
Architectureisaac
Context Length41K
CategoryGeneral
Formatgguf
Minimum RAM1.4 GB
HuggingFace Downloads52,018
View on HuggingFace →

Which Mac Can Run Isaac 0.1?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~20 tok/s · 42% RAM

MacQuanttok/sRAM %
MacBook Pro 16" · M6 Ultra 192GB Q8_0 ~376 2%
MacBook Pro 16" · M6 Ultra 256GB Q8_0 ~376 1%
MacBook Pro 16" · M6 Ultra 384GB Q8_0 ~376 1%
Mac Studio · M6 Ultra 192GB Q8_0 ~376 2%
Mac Studio · M6 Ultra 256GB Q8_0 ~376 1%
Mac Studio · M6 Ultra 384GB Q8_0 ~376 1%
Mac Studio · M5 Ultra 128GB Q8_0 ~250 3%
Mac Studio · M5 Ultra 192GB Q8_0 ~250 2%
Mac Studio · M5 Ultra 256GB Q8_0 ~250 1%
MacBook Pro 14" · M6 Max 48GB Q8_0 ~188 7%
MacBook Pro 14" · M6 Max 64GB Q8_0 ~188 5%
MacBook Pro 14" · M6 Max 128GB Q8_0 ~188 3%
MacBook Pro 14" · M6 Max 192GB Q8_0 ~188 2%
MacBook Pro 16" · M6 Max 48GB Q8_0 ~188 7%
MacBook Pro 16" · M6 Max 64GB Q8_0 ~188 5%
MacBook Pro 16" · M6 Max 128GB Q8_0 ~188 3%
MacBook Pro 16" · M6 Max 192GB Q8_0 ~188 2%
Mac Studio · M6 Max 48GB Q8_0 ~188 7%
Mac Studio · M6 Max 64GB Q8_0 ~188 5%
Mac Studio · M6 Max 128GB Q8_0 ~188 3%
Mac Studio · M6 Max 192GB Q8_0 ~188 2%
Mac Studio · M1 Ultra 64GB Q8_0 ~163 5%
Mac Studio · M1 Ultra 128GB Q8_0 ~163 3%
Mac Studio · M2 Ultra 64GB Q8_0 ~163 5%
Mac Studio · M2 Ultra 96GB Q8_0 ~163 4%
Mac Studio · M2 Ultra 128GB Q8_0 ~163 3%
Mac Studio · M2 Ultra 192GB Q8_0 ~163 2%
Mac Studio · M3 Ultra 96GB Q8_0 ~163 4%
Mac Studio · M3 Ultra 192GB Q8_0 ~163 2%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~125 9%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~125 7%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~125 5%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~125 3%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~125 9%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~125 7%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~125 5%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~125 3%
Mac Studio · M5 Max 36GB Q8_0 ~125 9%
Mac Studio · M5 Max 64GB Q8_0 ~125 5%
Mac Studio · M5 Max 128GB Q8_0 ~125 3%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~111 9%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~111 7%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~111 5%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~111 3%
Mac Studio · M4 Max 36GB Q8_0 ~111 9%
Mac Studio · M4 Max 64GB Q8_0 ~111 5%
Mac Studio · M4 Max 128GB Q8_0 ~111 3%
MacBook Pro 14" · M6 Pro 24GB Q8_0 ~84 14%
MacBook Pro 14" · M6 Pro 48GB Q8_0 ~84 7%
MacBook Pro 14" · M6 Pro 64GB Q8_0 ~84 5%
MacBook Pro 16" · M6 Pro 24GB Q8_0 ~84 14%
MacBook Pro 16" · M6 Pro 48GB Q8_0 ~84 7%
MacBook Pro 16" · M6 Pro 64GB Q8_0 ~84 5%
Mac Mini · M6 Pro 24GB Q8_0 ~84 14%
Mac Mini · M6 Pro 48GB Q8_0 ~84 7%
Mac Mini · M6 Pro 64GB Q8_0 ~84 5%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~82 11%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~82 5%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~82 11%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~82 5%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~82 4%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~82 9%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~82 7%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~82 5%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~82 4%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~82 3%
Mac Studio · M1 Max 32GB Q8_0 ~82 11%
Mac Studio · M1 Max 64GB Q8_0 ~82 5%
Mac Studio · M2 Max 32GB Q8_0 ~82 11%
Mac Studio · M2 Max 64GB Q8_0 ~82 5%
Mac Studio · M2 Max 96GB Q8_0 ~82 4%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~63 14%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~63 7%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~63 5%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~63 14%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~63 7%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~56 14%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~56 7%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~56 14%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~56 7%
Mac Mini · M4 Pro 24GB Q8_0 ~56 14%
Mac Mini · M4 Pro 48GB Q8_0 ~56 7%
MacBook Air · M6 16GB Q8_0 ~42 21%
MacBook Air · M6 24GB Q8_0 ~42 14%
MacBook Air · M6 32GB Q8_0 ~42 11%
MacBook Pro 14" · M6 16GB Q8_0 ~42 21%
MacBook Pro 14" · M6 24GB Q8_0 ~42 14%
MacBook Pro 14" · M6 32GB Q8_0 ~42 11%
Mac Mini · M6 16GB Q8_0 ~42 21%
Mac Mini · M6 24GB Q8_0 ~42 14%
Mac Mini · M6 32GB Q8_0 ~42 11%
iMac · M6 16GB Q8_0 ~42 21%
iMac · M6 24GB Q8_0 ~42 14%
iMac · M6 32GB Q8_0 ~42 11%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~41 21%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~41 11%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~41 21%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~41 11%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~41 21%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~41 11%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~41 21%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~41 11%
Mac Mini · M2 Pro 16GB Q8_0 ~41 21%
Mac Mini · M2 Pro 32GB Q8_0 ~41 11%
MacBook Air · M5 16GB Q8_0 ~31 21%
MacBook Air · M5 24GB Q8_0 ~31 14%
MacBook Air · M5 32GB Q8_0 ~31 11%
MacBook Pro 14" · M5 16GB Q8_0 ~31 21%
MacBook Pro 14" · M5 24GB Q8_0 ~31 14%
MacBook Pro 14" · M5 32GB Q8_0 ~31 11%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~31 19%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~31 9%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~31 19%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~31 9%
MacBook Air · M4 16GB Q8_0 ~24 21%
MacBook Air · M4 24GB Q8_0 ~24 14%
MacBook Air · M4 32GB Q8_0 ~24 11%
Mac Mini · M4 16GB Q8_0 ~24 21%
Mac Mini · M4 24GB Q8_0 ~24 14%
Mac Mini · M4 32GB Q8_0 ~24 11%
iMac · M4 16GB Q8_0 ~24 21%
iMac · M4 24GB Q8_0 ~24 14%
iMac · M4 32GB Q8_0 ~24 11%
MacBook Air · M2 8GB Q8_0 ~20 42%
MacBook Air · M2 16GB Q8_0 ~20 21%
MacBook Air · M2 24GB Q8_0 ~20 14%
MacBook Air · M3 8GB Q8_0 ~20 42%
MacBook Air · M3 16GB Q8_0 ~20 21%
MacBook Air · M3 24GB Q8_0 ~20 14%
Mac Mini · M2 8GB Q8_0 ~20 42%
Mac Mini · M2 16GB Q8_0 ~20 21%
Mac Mini · M2 24GB Q8_0 ~20 14%
iMac · M3 8GB Q8_0 ~20 42%
iMac · M3 16GB Q8_0 ~20 21%
iMac · M3 24GB Q8_0 ~20 14%
MacBook Air · M1 8GB Q8_0 ~14 42%
MacBook Air · M1 16GB Q8_0 ~14 21%
Mac Mini · M1 8GB Q8_0 ~14 42%
Mac Mini · M1 16GB Q8_0 ~14 21%
iMac · M1 8GB Q8_0 ~14 42%
iMac · M1 16GB Q8_0 ~14 21%

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