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Qwen3.5 27B Claude 4.6 Opus Reasoning Distilled NVFP4

Reasoning model by mconcat · 22.15B parameters

Runs Excellently

Qwen3.5 27B Claude 4.6 Opus Reasoning Distilled NVFP4 fits comfortably in your 24 GB Mac using Q6_K quantization, using 82% of your RAM.

~8 tok/s

Q6_K · 19.7 GB

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 25.2 GB~6 tok/s
Q6_K Recommended 19.7 GB~8 tok/s
Q5_K_M 17.0 GB~10 tok/s
Q4_K_M 14.8 GB~12 tok/s
Q3_K_M 12.6 GB~14 tok/s
Q2_K 10.1 GB~18 tok/s

Specifications

Parameters22.1B
Architectureqwen3_5
Context Length262K
CategoryReasoning
Capabilitiestool_use
Formatgguf
Minimum RAM12.4 GB
HuggingFace Downloads24,228

Which Mac Can Run Qwen3.5 27B Claude 4.6 Opus Reasoning Distilled NVFP4?

Minimum Mac

MacBook Air — M2 24GB

Q6_K · ~3 tok/s · 82% RAM

MacQuanttok/sRAM %
MacBook Air · M2 24GB Q6_K ~3 82%
MacBook Air · M3 24GB Q6_K ~3 82%
MacBook Air · M4 24GB Q6_K ~4 82%
MacBook Air · M5 24GB Q6_K ~5 82%
MacBook Air · M6 24GB Q6_K ~6 82%
MacBook Pro 14" · M4 Pro 24GB Q6_K ~8 82%
MacBook Pro 14" · M5 24GB Q6_K ~5 82%
MacBook Pro 14" · M5 Pro 24GB Q6_K ~10 82%
MacBook Pro 14" · M6 24GB Q6_K ~6 82%
MacBook Pro 14" · M6 Pro 24GB Q6_K ~13 82%
MacBook Pro 16" · M4 Pro 24GB Q6_K ~8 82%
MacBook Pro 16" · M5 Pro 24GB Q6_K ~10 82%
MacBook Pro 16" · M6 Pro 24GB Q6_K ~13 82%
Mac Mini · M2 24GB Q6_K ~3 82%
Mac Mini · M4 24GB Q6_K ~4 82%
Mac Mini · M4 Pro 24GB Q6_K ~8 82%
Mac Mini · M6 24GB Q6_K ~6 82%
Mac Mini · M6 Pro 24GB Q6_K ~13 82%
iMac · M3 24GB Q6_K ~3 82%
iMac · M4 24GB Q6_K ~4 82%
iMac · M6 24GB Q6_K ~6 82%
MacBook Air · M4 32GB Q8_0 ~3 79%
MacBook Air · M5 32GB Q8_0 ~4 79%
MacBook Air · M6 32GB Q8_0 ~5 79%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~5 79%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~5 79%
MacBook Pro 14" · M5 32GB Q8_0 ~4 79%
MacBook Pro 14" · M6 32GB Q8_0 ~5 79%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~5 79%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~9 79%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~5 79%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~9 79%
Mac Mini · M2 Pro 32GB Q8_0 ~5 79%
Mac Mini · M4 32GB Q8_0 ~3 79%
Mac Mini · M6 32GB Q8_0 ~5 79%
Mac Studio · M1 Max 32GB Q8_0 ~9 79%
Mac Studio · M2 Max 32GB Q8_0 ~9 79%
iMac · M4 32GB Q8_0 ~3 79%
iMac · M6 32GB Q8_0 ~5 79%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~4 70%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~15 70%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~4 70%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~9 70%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~13 70%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~15 70%
Mac Studio · M4 Max 36GB Q8_0 ~13 70%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~6 53%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~7 53%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~15 53%
MacBook Pro 14" · M6 Pro 48GB Q8_0 ~10 53%
MacBook Pro 14" · M6 Max 48GB Q8_0 ~22 53%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~9 53%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~6 53%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~13 53%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~7 53%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~15 53%
MacBook Pro 16" · M6 Pro 48GB Q8_0 ~10 53%
MacBook Pro 16" · M6 Max 48GB Q8_0 ~22 53%
Mac Mini · M4 Pro 48GB Q8_0 ~6 53%
Mac Mini · M6 Pro 48GB Q8_0 ~10 53%
Mac Studio · M6 Max 48GB Q8_0 ~22 53%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~7 39%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~15 39%
MacBook Pro 14" · M6 Pro 64GB Q8_0 ~10 39%
MacBook Pro 14" · M6 Max 64GB Q8_0 ~22 39%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~9 39%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~9 39%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~9 39%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~13 39%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~15 39%
MacBook Pro 16" · M6 Pro 64GB Q8_0 ~10 39%
MacBook Pro 16" · M6 Max 64GB Q8_0 ~22 39%
Mac Mini · M6 Pro 64GB Q8_0 ~10 39%
Mac Studio · M1 Max 64GB Q8_0 ~9 39%
Mac Studio · M1 Ultra 64GB Q8_0 ~19 39%
Mac Studio · M2 Max 64GB Q8_0 ~9 39%
Mac Studio · M2 Ultra 64GB Q8_0 ~19 39%
Mac Studio · M4 Max 64GB Q8_0 ~13 39%
Mac Studio · M6 Max 64GB Q8_0 ~22 39%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~9 26%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~9 26%
Mac Studio · M2 Max 96GB Q8_0 ~9 26%
Mac Studio · M2 Ultra 96GB Q8_0 ~19 26%
Mac Pro · M2 Ultra 96GB Q8_0 ~19 26%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~15 20%
MacBook Pro 14" · M6 Max 128GB Q8_0 ~22 20%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~9 20%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~13 20%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~15 20%
MacBook Pro 16" · M6 Max 128GB Q8_0 ~22 20%
Mac Studio · M1 Ultra 128GB Q8_0 ~19 20%
Mac Studio · M2 Ultra 128GB Q8_0 ~19 20%
Mac Studio · M4 Max 128GB Q8_0 ~13 20%
Mac Studio · M4 Ultra 128GB Q8_0 ~19 20%
Mac Studio · M6 Max 128GB Q8_0 ~22 20%
Mac Pro · M2 Ultra 128GB Q8_0 ~19 20%
Mac Pro · M4 Ultra 128GB Q8_0 ~19 20%
MacBook Pro 14" · M6 Max 192GB Q8_0 ~22 13%
MacBook Pro 16" · M6 Max 192GB Q8_0 ~22 13%
MacBook Pro 16" · M6 Ultra 192GB Q8_0 ~44 13%
Mac Studio · M2 Ultra 192GB Q8_0 ~19 13%
Mac Studio · M4 Ultra 192GB Q8_0 ~19 13%
Mac Studio · M6 Max 192GB Q8_0 ~22 13%
Mac Studio · M6 Ultra 192GB Q8_0 ~44 13%
Mac Pro · M2 Ultra 192GB Q8_0 ~19 13%
Mac Pro · M4 Ultra 192GB Q8_0 ~19 13%
Mac Pro · M6 Ultra 192GB Q8_0 ~44 13%
MacBook Pro 16" · M6 Ultra 256GB Q8_0 ~44 10%
Mac Studio · M4 Ultra 256GB Q8_0 ~19 10%
Mac Studio · M6 Ultra 256GB Q8_0 ~44 10%
Mac Pro · M4 Ultra 256GB Q8_0 ~19 10%
Mac Pro · M6 Ultra 256GB Q8_0 ~44 10%
MacBook Pro 16" · M6 Ultra 384GB Q8_0 ~44 7%
Mac Studio · M6 Ultra 384GB Q8_0 ~44 7%
Mac Pro · M6 Ultra 384GB Q8_0 ~44 7%
MacBook Air · M1 16GB Q3_K_M ~4 79%
MacBook Air · M2 16GB Q3_K_M ~5 79%
MacBook Air · M3 16GB Q3_K_M ~5 79%
MacBook Air · M4 16GB Q3_K_M ~6 79%
MacBook Air · M5 16GB Q3_K_M ~8 79%
MacBook Air · M6 16GB Q3_K_M ~11 79%
MacBook Pro 14" · M1 Pro 16GB Q3_K_M ~10 79%
MacBook Pro 14" · M2 Pro 16GB Q3_K_M ~10 79%
MacBook Pro 14" · M5 16GB Q3_K_M ~8 79%
MacBook Pro 14" · M6 16GB Q3_K_M ~11 79%
MacBook Pro 16" · M1 Pro 16GB Q3_K_M ~10 79%
MacBook Pro 16" · M2 Pro 16GB Q3_K_M ~10 79%
Mac Mini · M1 16GB Q3_K_M ~4 79%
Mac Mini · M2 16GB Q3_K_M ~5 79%
Mac Mini · M2 Pro 16GB Q3_K_M ~10 79%
Mac Mini · M4 16GB Q3_K_M ~6 79%
Mac Mini · M6 16GB Q3_K_M ~11 79%
iMac · M1 16GB Q3_K_M ~4 79%
iMac · M3 16GB Q3_K_M ~5 79%
iMac · M4 16GB Q3_K_M ~6 79%
iMac · M6 16GB Q3_K_M ~11 79%
MacBook Pro 14" · M3 Pro 18GB Q4_K_M ~6 82%
MacBook Pro 16" · M3 Pro 18GB Q4_K_M ~6 82%
MacBook Air · M1 8GB 127%
MacBook Air · M2 8GB 127%
MacBook Air · M3 8GB 127%
Mac Mini · M1 8GB 127%
Mac Mini · M2 8GB 127%
iMac · M1 8GB 127%
iMac · M3 8GB 127%

Run Qwen3.5 27B Claude 4.6 Opus Reasoning Distilled NVFP4 locally on your Mac

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