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Koi 75M

General model by diredreadlord · 0.08B parameters

By , Founder & Lead Engineer
Chip
Unified Memory
Bandwidth 307 GB/s
Available for Models ~21 GB

Everything this chip runs, machine by machine: MacBook Pro 14" M5 Pro, MacBook Pro 16" M5 Pro

Runs Excellently

Koi 75M fits comfortably in your 24 GB Mac using Q8_0 quantization, using 2% of your RAM.

~2,010 tok/s

Q8_0 · 0.6 GB · Estimated

Run it now. Download free No account, no caps, no terminal.

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 0.6 GB~2,010 tok/s✓
Q6_K 0.6 GB~2,638 tok/s✓
Q5_K_M 0.6 GB~3,104 tok/s✓
Q4_K_M 0.6 GB~3,639 tok/s✓
Q3_K_M 0.5 GB~4,397 tok/s✓
Q2_K 0.5 GB~5,704 tok/s✓

Specifications

Parameters75M
Architecturekeylm75m
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM1 GB
Licenseapache-2.0
View on HuggingFace →

Which Mac Can Run Koi 75M?

Affiliate disclosure: the shop icons in this table are Amazon affiliate links. As an Amazon Associate, ModelPiper earns from qualifying purchases. Every fit rating, quantization and tok/s figure below is computed from the hardware specs and is not influenced by that.

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~655 tok/s · 7% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~5,363 1%
Mac Studio · M3 Ultra 256GB Q8_0 ~5,363 0%
Mac Studio · M3 Ultra 512GB Q8_0 ~5,363 0%
Mac Studio · M1 Ultra 64GB Q8_0 ~5,238 1%
Mac Studio · M1 Ultra 128GB Q8_0 ~5,238 0%
Mac Studio · M2 Ultra 64GB Q8_0 ~5,238 1%
Mac Studio · M2 Ultra 128GB Q8_0 ~5,238 0%
Mac Studio · M2 Ultra 192GB Q8_0 ~5,238 0%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~4,020 2%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~4,020 1%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~4,020 1%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~4,020 0%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~4,020 2%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~4,020 1%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~4,020 1%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~4,020 0%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~3,575 2%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~3,575 1%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~3,575 1%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~3,575 0%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~3,575 2%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~3,575 1%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~3,575 1%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~3,575 0%
Mac Studio · M4 Max 36GB Q8_0 ~3,575 2%
Mac Studio · M4 Max 48GB Q8_0 ~3,575 1%
Mac Studio · M4 Max 64GB Q8_0 ~3,575 1%
Mac Studio · M4 Max 128GB Q8_0 ~3,575 0%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~2,619 2%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~2,619 1%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~2,619 2%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~2,619 1%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~2,619 1%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~2,619 2%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~2,619 1%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~2,619 1%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~2,619 1%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~2,619 0%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~2,619 2%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~2,619 1%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~2,619 2%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~2,619 1%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~2,619 1%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~2,619 2%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~2,619 1%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~2,619 1%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~2,619 1%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~2,619 0%
Mac Studio · M1 Max 32GB Q8_0 ~2,619 2%
Mac Studio · M1 Max 64GB Q8_0 ~2,619 1%
Mac Studio · M2 Max 32GB Q8_0 ~2,619 2%
Mac Studio · M2 Max 64GB Q8_0 ~2,619 1%
Mac Studio · M2 Max 96GB Q8_0 ~2,619 1%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~2,010 2%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~2,010 1%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~2,010 1%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~2,010 2%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~2,010 1%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~2,010 1%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~1,788 2%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~1,788 1%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~1,788 2%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~1,788 1%
Mac mini · M4 Pro 24GB Q8_0 ~1,788 2%
Mac mini · M4 Pro 48GB Q8_0 ~1,788 1%
Mac mini · M4 Pro 64GB Q8_0 ~1,788 1%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~1,310 4%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~1,310 2%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~1,310 4%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~1,310 2%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~1,310 4%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~1,310 2%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~1,310 4%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~1,310 2%
Mac mini · M2 Pro 16GB Q8_0 ~1,310 4%
Mac mini · M2 Pro 32GB Q8_0 ~1,310 2%
MacBook Air · M5 16GB Q8_0 ~1,002 4%
MacBook Air · M5 24GB Q8_0 ~1,002 2%
MacBook Air · M5 32GB Q8_0 ~1,002 2%
MacBook Pro 14" · M5 16GB Q8_0 ~1,002 4%
MacBook Pro 14" · M5 24GB Q8_0 ~1,002 2%
MacBook Pro 14" · M5 32GB Q8_0 ~1,002 2%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~982 3%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~982 2%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~982 3%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~982 2%
MacBook Air · M4 16GB Q8_0 ~786 4%
MacBook Air · M4 24GB Q8_0 ~786 2%
MacBook Air · M4 32GB Q8_0 ~786 2%
MacBook Pro 14" · M4 16GB Q8_0 ~786 4%
MacBook Pro 14" · M4 24GB Q8_0 ~786 2%
MacBook Pro 14" · M4 32GB Q8_0 ~786 2%
Mac mini · M4 16GB Q8_0 ~786 4%
Mac mini · M4 24GB Q8_0 ~786 2%
Mac mini · M4 32GB Q8_0 ~786 2%
iMac · M4 16GB Q8_0 ~786 4%
iMac · M4 24GB Q8_0 ~786 2%
iMac · M4 32GB Q8_0 ~786 2%
MacBook Air · M2 8GB Q8_0 ~655 7%
MacBook Air · M2 16GB Q8_0 ~655 4%
MacBook Air · M2 24GB Q8_0 ~655 2%
MacBook Air · M3 8GB Q8_0 ~655 7%
MacBook Air · M3 16GB Q8_0 ~655 4%
MacBook Air · M3 24GB Q8_0 ~655 2%
MacBook Pro 14" · M3 8GB Q8_0 ~655 7%
MacBook Pro 14" · M3 16GB Q8_0 ~655 4%
MacBook Pro 14" · M3 24GB Q8_0 ~655 2%
Mac mini · M2 8GB Q8_0 ~655 7%
Mac mini · M2 16GB Q8_0 ~655 4%
Mac mini · M2 24GB Q8_0 ~655 2%
iMac · M3 8GB Q8_0 ~655 7%
iMac · M3 16GB Q8_0 ~655 4%
iMac · M3 24GB Q8_0 ~655 2%
MacBook Air · M1 8GB Q8_0 ~447 7%
MacBook Air · M1 16GB Q8_0 ~447 4%
Mac mini · M1 8GB Q8_0 ~447 7%
Mac mini · M1 16GB Q8_0 ~447 4%
iMac · M1 8GB Q8_0 ~447 7%
iMac · M1 16GB Q8_0 ~447 4%

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