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Qwen3.5 27B Claude 4.6 Opus Reasoning Distilled FP8 Dynamic

Reasoning model by mconcat · 27.36B parameters

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

Tight Fit

Qwen3.5 27B Claude 4.6 Opus Reasoning Distilled FP8 Dynamic can run but will be tight at 76% of RAM. Consider a lower quantization or closing other apps.

~11 tok/s

Q4_K_M · 18.2 GB

Alternative: Q3_K_M (15.4 GB, ~13 tok/s)

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 31.0 GB~6 tok/s✗
Q6_K 24.2 GB~8 tok/s✗
Q5_K_M 20.9 GB~9 tok/s✗
Q4_K_M Recommended 18.2 GB~11 tok/s✓
Q3_K_M 15.4 GB~13 tok/s✓
Q2_K 12.4 GB~17 tok/s✓

Specifications

Parameters27.4B
Architectureqwen3_5
Context Length262K
CategoryReasoning
Capabilitiestool_use
Formatgguf
Minimum RAM15.3 GB
HuggingFace Downloads100,840
View on HuggingFace →

Which Mac Can Run Qwen3.5 27B Claude 4.6 Opus Reasoning Distilled FP8 Dynamic?

Minimum Mac

MacBook Pro 14" — M3 Pro 18GB

Q2_K · ~8 tok/s · 69% RAM

MacQuanttok/sRAM %
MacBook Pro 16" · M6 Ultra 192GB Q8_0 ~35 16%
MacBook Pro 16" · M6 Ultra 256GB Q8_0 ~35 12%
MacBook Pro 16" · M6 Ultra 384GB Q8_0 ~35 8%
Mac Studio · M6 Ultra 192GB Q8_0 ~35 16%
Mac Studio · M6 Ultra 256GB Q8_0 ~35 12%
Mac Studio · M6 Ultra 384GB Q8_0 ~35 8%
Mac Studio · M5 Ultra 128GB Q8_0 ~24 24%
Mac Studio · M5 Ultra 192GB Q8_0 ~24 16%
Mac Studio · M5 Ultra 256GB Q8_0 ~24 12%
MacBook Pro 14" · M6 Max 48GB Q8_0 ~18 65%
MacBook Pro 14" · M6 Max 64GB Q8_0 ~18 48%
MacBook Pro 14" · M6 Max 128GB Q8_0 ~18 24%
MacBook Pro 14" · M6 Max 192GB Q8_0 ~18 16%
MacBook Pro 16" · M6 Max 48GB Q8_0 ~18 65%
MacBook Pro 16" · M6 Max 64GB Q8_0 ~18 48%
MacBook Pro 16" · M6 Max 128GB Q8_0 ~18 24%
MacBook Pro 16" · M6 Max 192GB Q8_0 ~18 16%
Mac Studio · M6 Max 48GB Q8_0 ~18 65%
Mac Studio · M6 Max 64GB Q8_0 ~18 48%
Mac Studio · M6 Max 128GB Q8_0 ~18 24%
Mac Studio · M6 Max 192GB Q8_0 ~18 16%
Mac Studio · M1 Ultra 64GB Q8_0 ~15 48%
Mac Studio · M1 Ultra 128GB Q8_0 ~15 24%
Mac Studio · M2 Ultra 64GB Q8_0 ~15 48%
Mac Studio · M2 Ultra 96GB Q8_0 ~15 32%
Mac Studio · M2 Ultra 128GB Q8_0 ~15 24%
Mac Studio · M2 Ultra 192GB Q8_0 ~15 16%
Mac Studio · M3 Ultra 96GB Q8_0 ~15 32%
Mac Studio · M3 Ultra 192GB Q8_0 ~15 16%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~12 86%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~12 65%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~12 48%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~12 24%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~12 86%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~12 65%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~12 48%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~12 24%
Mac Studio · M5 Max 36GB Q8_0 ~12 86%
Mac Studio · M5 Max 64GB Q8_0 ~12 48%
Mac Studio · M5 Max 128GB Q8_0 ~12 24%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~10 86%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~10 65%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~10 48%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~10 24%
Mac Studio · M4 Max 36GB Q8_0 ~10 86%
Mac Studio · M4 Max 64GB Q8_0 ~10 48%
Mac Studio · M4 Max 128GB Q8_0 ~10 24%
MacBook Pro 16" · M1 Max 32GB Q6_K ~10 76%
MacBook Pro 16" · M2 Max 32GB Q6_K ~10 76%
Mac Studio · M1 Max 32GB Q6_K ~10 76%
Mac Studio · M2 Max 32GB Q6_K ~10 76%
MacBook Pro 14" · M6 Pro 48GB Q8_0 ~8 65%
MacBook Pro 14" · M6 Pro 64GB Q8_0 ~8 48%
MacBook Pro 16" · M6 Pro 48GB Q8_0 ~8 65%
MacBook Pro 16" · M6 Pro 64GB Q8_0 ~8 48%
Mac Mini · M6 Pro 48GB Q8_0 ~8 65%
Mac Mini · M6 Pro 64GB Q8_0 ~8 48%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~8 48%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~8 48%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~8 32%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~8 86%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~8 65%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~8 48%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~8 32%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~8 24%
Mac Studio · M1 Max 64GB Q8_0 ~8 48%
Mac Studio · M2 Max 64GB Q8_0 ~8 48%
Mac Studio · M2 Max 96GB Q8_0 ~8 32%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~6 65%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~6 48%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~6 65%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~5 65%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~5 65%
Mac Mini · M4 Pro 48GB Q8_0 ~5 65%
MacBook Air · M6 32GB Q6_K ~5 76%
MacBook Pro 14" · M6 32GB Q6_K ~5 76%
Mac Mini · M6 32GB Q6_K ~5 76%
iMac · M6 32GB Q6_K ~5 76%
MacBook Pro 14" · M1 Pro 32GB Q6_K ~5 76%
MacBook Pro 14" · M2 Pro 32GB Q6_K ~5 76%
MacBook Pro 16" · M1 Pro 32GB Q6_K ~5 76%
MacBook Pro 16" · M2 Pro 32GB Q6_K ~5 76%
Mac Mini · M2 Pro 32GB Q6_K ~5 76%
MacBook Air · M5 32GB Q6_K ~4 76%
MacBook Pro 14" · M5 32GB Q6_K ~4 76%
MacBook Air · M4 32GB Q6_K ~3 76%
Mac Mini · M4 32GB Q6_K ~3 76%
iMac · M4 32GB Q6_K ~3 76%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~3 86%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~3 86%
MacBook Pro 14" · M3 Pro 18GB Q2_K ~8 69%
MacBook Pro 16" · M3 Pro 18GB Q2_K ~8 69%
MacBook Pro 14" · M6 Pro 24GB Q4_K_M ~14 76%
MacBook Pro 16" · M6 Pro 24GB Q4_K_M ~14 76%
Mac Mini · M6 Pro 24GB Q4_K_M ~14 76%
MacBook Air · M6 16GB Q2_K ~11 78%
MacBook Pro 14" · M6 16GB Q2_K ~11 78%
Mac Mini · M6 16GB Q2_K ~11 78%
iMac · M6 16GB Q2_K ~11 78%
MacBook Pro 14" · M1 Pro 16GB Q2_K ~11 78%
MacBook Pro 14" · M2 Pro 16GB Q2_K ~11 78%
MacBook Pro 16" · M1 Pro 16GB Q2_K ~11 78%
MacBook Pro 16" · M2 Pro 16GB Q2_K ~11 78%
Mac Mini · M2 Pro 16GB Q2_K ~11 78%
MacBook Pro 14" · M5 Pro 24GB Q4_K_M ~11 76%
MacBook Pro 16" · M5 Pro 24GB Q4_K_M ~11 76%
MacBook Pro 14" · M4 Pro 24GB Q4_K_M ~9 76%
MacBook Pro 16" · M4 Pro 24GB Q4_K_M ~9 76%
Mac Mini · M4 Pro 24GB Q4_K_M ~9 76%
MacBook Air · M5 16GB Q2_K ~8 78%
MacBook Pro 14" · M5 16GB Q2_K ~8 78%
MacBook Air · M6 24GB Q4_K_M ~7 76%
MacBook Pro 14" · M6 24GB Q4_K_M ~7 76%
Mac Mini · M6 24GB Q4_K_M ~7 76%
iMac · M6 24GB Q4_K_M ~7 76%
MacBook Air · M4 16GB Q2_K ~7 78%
Mac Mini · M4 16GB Q2_K ~7 78%
iMac · M4 16GB Q2_K ~7 78%
MacBook Air · M2 16GB Q2_K ~5 78%
MacBook Air · M3 16GB Q2_K ~5 78%
Mac Mini · M2 16GB Q2_K ~5 78%
iMac · M3 16GB Q2_K ~5 78%
MacBook Air · M5 24GB Q4_K_M ~5 76%
MacBook Pro 14" · M5 24GB Q4_K_M ~5 76%
MacBook Air · M4 24GB Q4_K_M ~4 76%
Mac Mini · M4 24GB Q4_K_M ~4 76%
iMac · M4 24GB Q4_K_M ~4 76%
MacBook Air · M1 16GB Q2_K ~4 78%
Mac Mini · M1 16GB Q2_K ~4 78%
iMac · M1 16GB Q2_K ~4 78%
MacBook Air · M2 24GB Q4_K_M ~3 76%
MacBook Air · M3 24GB Q4_K_M ~3 76%
Mac Mini · M2 24GB Q4_K_M ~3 76%
iMac · M3 24GB Q4_K_M ~3 76%
MacBook Air · M2 8GB — — 155%
MacBook Air · M3 8GB — — 155%
Mac Mini · M2 8GB — — 155%
iMac · M3 8GB — — 155%
MacBook Air · M1 8GB — — 155%
Mac Mini · M1 8GB — — 155%
iMac · M1 8GB — — 155%

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