← Back to all models

Kimi K2.6 Med JANGTQ

General model by jangq-ai · 45.29B parameters

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

Tight Fit

Kimi K2.6 Med JANGTQ can run but will be tight at 84% of RAM. Consider a lower quantization or closing other apps.

~10 tok/s

Q2_K · 20.2 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 51.0 GB~4 tok/s
Q6_K 39.7 GB~5 tok/s
Q5_K_M 34.3 GB~5 tok/s
Q4_K_M 29.7 GB~6 tok/s
Q3_K_M 25.2 GB~8 tok/s
Q2_K Recommended 20.2 GB~10 tok/s

Specifications

Parameters45.3B
Architecturekimi_k25
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM25.3 GB
HuggingFace Downloads1,485

Which Mac Can Run Kimi K2.6 Med JANGTQ?

Minimum Mac

Mac Studio — M1 Ultra 64GB

Q8_0 · ~9 tok/s · 80% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~9 53%
Mac Studio · M3 Ultra 256GB Q8_0 ~9 20%
Mac Studio · M3 Ultra 512GB Q8_0 ~9 10%
Mac Studio · M1 Ultra 64GB Q8_0 ~9 80%
Mac Studio · M1 Ultra 128GB Q8_0 ~9 40%
Mac Studio · M2 Ultra 64GB Q8_0 ~9 80%
Mac Studio · M2 Ultra 128GB Q8_0 ~9 40%
Mac Studio · M2 Ultra 192GB Q8_0 ~9 27%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~7 80%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~7 40%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~7 80%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~7 40%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~6 80%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~6 40%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~6 80%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~6 40%
Mac Studio · M4 Max 64GB Q8_0 ~6 80%
Mac Studio · M4 Max 128GB Q8_0 ~6 40%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~5 80%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~5 80%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~5 53%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~5 80%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~5 53%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~5 40%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~5 80%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~5 80%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~5 53%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~5 80%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~5 53%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~5 40%
Mac Studio · M1 Max 64GB Q8_0 ~5 80%
Mac Studio · M2 Max 64GB Q8_0 ~5 80%
Mac Studio · M2 Max 96GB Q8_0 ~5 53%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~4 80%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~4 80%
Mac mini · M4 Pro 64GB Q8_0 ~3 80%
MacBook Pro 14" · M5 Max 36GB Q4_K_M ~13 83%
MacBook Pro 16" · M5 Max 36GB Q4_K_M ~13 83%
MacBook Pro 14" · M4 Max 36GB Q4_K_M ~11 83%
MacBook Pro 16" · M4 Max 36GB Q4_K_M ~11 83%
Mac Studio · M4 Max 36GB Q4_K_M ~11 83%
MacBook Pro 14" · M1 Max 32GB Q3_K_M ~10 79%
MacBook Pro 14" · M2 Max 32GB Q3_K_M ~10 79%
MacBook Pro 16" · M1 Max 32GB Q3_K_M ~10 79%
MacBook Pro 16" · M2 Max 32GB Q3_K_M ~10 79%
Mac Studio · M1 Max 32GB Q3_K_M ~10 79%
Mac Studio · M2 Max 32GB Q3_K_M ~10 79%
MacBook Pro 14" · M5 Pro 24GB Q2_K ~10 84%
MacBook Pro 16" · M5 Pro 24GB Q2_K ~10 84%
MacBook Pro 14" · M5 Max 48GB Q6_K ~9 83%
MacBook Pro 16" · M5 Max 48GB Q6_K ~9 83%
MacBook Pro 14" · M4 Pro 24GB Q2_K ~9 84%
MacBook Pro 16" · M4 Pro 24GB Q2_K ~9 84%
Mac mini · M4 Pro 24GB Q2_K ~9 84%
MacBook Pro 14" · M3 Max 36GB Q4_K_M ~8 83%
MacBook Pro 16" · M3 Max 36GB Q4_K_M ~8 83%
MacBook Pro 14" · M4 Max 48GB Q6_K ~8 83%
MacBook Pro 16" · M4 Max 48GB Q6_K ~8 83%
Mac Studio · M4 Max 48GB Q6_K ~8 83%
MacBook Pro 14" · M3 Max 48GB Q6_K ~6 83%
MacBook Pro 16" · M3 Max 48GB Q6_K ~6 83%
MacBook Pro 14" · M1 Pro 32GB Q3_K_M ~5 79%
MacBook Pro 14" · M2 Pro 32GB Q3_K_M ~5 79%
MacBook Pro 16" · M1 Pro 32GB Q3_K_M ~5 79%
MacBook Pro 16" · M2 Pro 32GB Q3_K_M ~5 79%
Mac mini · M2 Pro 32GB Q3_K_M ~5 79%
MacBook Air · M5 24GB Q2_K ~5 84%
MacBook Pro 14" · M5 24GB Q2_K ~5 84%
MacBook Pro 14" · M5 Pro 48GB Q6_K ~5 83%
MacBook Pro 16" · M5 Pro 48GB Q6_K ~5 83%
MacBook Pro 14" · M4 Pro 48GB Q6_K ~4 83%
MacBook Pro 16" · M4 Pro 48GB Q6_K ~4 83%
Mac mini · M4 Pro 48GB Q6_K ~4 83%
MacBook Air · M4 24GB Q2_K ~4 84%
MacBook Pro 14" · M4 24GB Q2_K ~4 84%
Mac mini · M4 24GB Q2_K ~4 84%
iMac · M4 24GB Q2_K ~4 84%
MacBook Air · M5 32GB Q3_K_M ~4 79%
MacBook Pro 14" · M5 32GB Q3_K_M ~4 79%
MacBook Air · M2 24GB Q2_K ~3 84%
MacBook Air · M3 24GB Q2_K ~3 84%
MacBook Pro 14" · M3 24GB Q2_K ~3 84%
Mac mini · M2 24GB Q2_K ~3 84%
iMac · M3 24GB Q2_K ~3 84%
MacBook Pro 14" · M3 Pro 36GB Q4_K_M ~3 83%
MacBook Pro 16" · M3 Pro 36GB Q4_K_M ~3 83%
MacBook Air · M4 32GB Q3_K_M ~3 79%
MacBook Pro 14" · M4 32GB Q3_K_M ~3 79%
Mac mini · M4 32GB Q3_K_M ~3 79%
iMac · M4 32GB Q3_K_M ~3 79%
MacBook Pro 14" · M1 Pro 16GB 126%
MacBook Pro 14" · M2 Pro 16GB 126%
MacBook Pro 16" · M1 Pro 16GB 126%
MacBook Pro 16" · M2 Pro 16GB 126%
Mac mini · M2 Pro 16GB 126%
MacBook Air · M5 16GB 126%
MacBook Pro 14" · M5 16GB 126%
MacBook Pro 14" · M3 Pro 18GB 112%
MacBook Pro 16" · M3 Pro 18GB 112%
MacBook Air · M4 16GB 126%
MacBook Pro 14" · M4 16GB 126%
Mac mini · M4 16GB 126%
iMac · M4 16GB 126%
MacBook Air · M2 8GB 253%
MacBook Air · M2 16GB 126%
MacBook Air · M3 8GB 253%
MacBook Air · M3 16GB 126%
MacBook Pro 14" · M3 8GB 253%
MacBook Pro 14" · M3 16GB 126%
Mac mini · M2 8GB 253%
Mac mini · M2 16GB 126%
iMac · M3 8GB 253%
iMac · M3 16GB 126%
MacBook Air · M1 8GB 253%
MacBook Air · M1 16GB 126%
Mac mini · M1 8GB 253%
Mac mini · M1 16GB 126%
iMac · M1 8GB 253%
iMac · M1 16GB 126%

Run Kimi K2.6 Med JANGTQ locally on your Mac

ToolPiper downloads, manages, and runs models with one click. Apple Silicon optimized.

Get ToolPiper — Free