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gpt sw3 40b

General model by ai-sweden-models · 39.93B 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, Mac mini M5 Pro

Tight Fit

gpt sw3 40b can run but will be tight at 75% of RAM. Consider a lower quantization or closing other apps.

~11tok/s
Q2_K17.9 GBEstimated
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Specifications

Parameters39.9B
Architecturegpt2
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM22.3 GB
Licenseother
HuggingFace Downloads1,359
View on HuggingFace →

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 45.0 GB~4 tok/s✗
Q6_K 35.1 GB~5 tok/s✗
Q5_K_M 30.3 GB~6 tok/s✗
Q4_K_M 26.3 GB~7 tok/s✗
Q3_K_M 22.3 GB~9 tok/s✗
Q2_K Recommended 17.9 GB~11 tok/s✓

Which Mac Can Run gpt sw3 40b?

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 Pro 14" — M5 Max 48GB

Q6_K · ~11 tok/s · 73% RAM

MacQuanttok/sRAM %
Mac Studio · M5 Ultra 96GB Q8_0 ~16 47%
Mac Studio · M5 Ultra 256GB Q8_0 ~16 18%
Mac Studio · M5 Ultra 512GB Q8_0 ~16 9%
Mac Studio · M3 Ultra 96GB Q8_0 ~11 47%
Mac Studio · M3 Ultra 256GB Q8_0 ~11 18%
Mac Studio · M3 Ultra 512GB Q8_0 ~11 9%
MacBook Pro 14" · M5 Max 48GB Q6_K ~11 73%
MacBook Pro 16" · M5 Max 48GB Q6_K ~11 73%
Mac Studio · M5 Max 48GB Q6_K ~11 73%
Mac Studio · M1 Ultra 64GB Q8_0 ~10 70%
Mac Studio · M1 Ultra 128GB Q8_0 ~10 35%
Mac Studio · M2 Ultra 64GB Q8_0 ~10 70%
Mac Studio · M2 Ultra 128GB Q8_0 ~10 35%
Mac Studio · M2 Ultra 192GB Q8_0 ~10 23%
MacBook Pro 14" · M4 Max 48GB Q6_K ~9 73%
MacBook Pro 16" · M4 Max 48GB Q6_K ~9 73%
Mac Studio · M4 Max 48GB Q6_K ~9 73%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~8 70%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~8 35%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~8 70%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~8 35%
Mac Studio · M5 Max 64GB Q8_0 ~8 70%
Mac Studio · M5 Max 128GB Q8_0 ~8 35%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~7 70%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~7 35%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~7 70%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~7 35%
Mac Studio · M4 Max 64GB Q8_0 ~7 70%
Mac Studio · M4 Max 128GB Q8_0 ~7 35%
MacBook Pro 14" · M3 Max 48GB Q6_K ~7 73%
MacBook Pro 16" · M3 Max 48GB Q6_K ~7 73%
MacBook Pro 14" · M5 Pro 48GB Q6_K ~5 73%
MacBook Pro 16" · M5 Pro 48GB Q6_K ~5 73%
Mac mini · M5 Pro 48GB Q6_K ~5 73%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~5 70%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~5 70%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~5 47%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~5 70%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~5 47%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~5 35%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~5 70%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~5 70%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~5 47%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~5 70%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~5 47%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~5 35%
Mac Studio · M1 Max 64GB Q8_0 ~5 70%
Mac Studio · M2 Max 64GB Q8_0 ~5 70%
Mac Studio · M2 Max 96GB Q8_0 ~5 47%
MacBook Pro 14" · M4 Pro 48GB Q6_K ~5 73%
MacBook Pro 16" · M4 Pro 48GB Q6_K ~5 73%
Mac mini · M4 Pro 48GB Q6_K ~5 73%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~4 70%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~4 70%
Mac mini · M5 Pro 64GB Q8_0 ~4 70%
Mac mini · M4 Pro 64GB Q8_0 ~4 70%
MacBook Pro 14" · M5 Max 36GB Q5_K_M ~12 84%
MacBook Pro 16" · M5 Max 36GB Q5_K_M ~12 84%
Mac Studio · M5 Max 36GB Q5_K_M ~12 84%
MacBook Pro 14" · M5 Pro 24GB Q2_K ~11 75%
MacBook Pro 16" · M5 Pro 24GB Q2_K ~11 75%
Mac mini · M5 Pro 24GB Q2_K ~11 75%
MacBook Pro 14" · M4 Max 36GB Q5_K_M ~11 84%
MacBook Pro 16" · M4 Max 36GB Q5_K_M ~11 84%
Mac Studio · M4 Max 36GB Q5_K_M ~11 84%
MacBook Pro 14" · M4 Pro 24GB Q2_K ~10 75%
MacBook Pro 16" · M4 Pro 24GB Q2_K ~10 75%
Mac mini · M4 Pro 24GB Q2_K ~10 75%
MacBook Pro 14" · M1 Max 32GB Q4_K_M ~9 82%
MacBook Pro 14" · M2 Max 32GB Q4_K_M ~9 82%
MacBook Pro 16" · M1 Max 32GB Q4_K_M ~9 82%
MacBook Pro 16" · M2 Max 32GB Q4_K_M ~9 82%
Mac Studio · M1 Max 32GB Q4_K_M ~9 82%
Mac Studio · M2 Max 32GB Q4_K_M ~9 82%
MacBook Pro 14" · M3 Max 36GB Q5_K_M ~8 84%
MacBook Pro 16" · M3 Max 36GB Q5_K_M ~8 84%
Mac mini · M6 24GB Q2_K ~6 75%
MacBook Air · M5 24GB Q2_K ~6 75%
MacBook Pro 14" · M5 24GB Q2_K ~6 75%
MacBook Pro 14" · M1 Pro 32GB Q4_K_M ~5 82%
MacBook Pro 14" · M2 Pro 32GB Q4_K_M ~5 82%
MacBook Pro 16" · M1 Pro 32GB Q4_K_M ~5 82%
MacBook Pro 16" · M2 Pro 32GB Q4_K_M ~5 82%
Mac mini · M2 Pro 32GB Q4_K_M ~5 82%
MacBook Air · M4 24GB Q2_K ~4 75%
MacBook Pro 14" · M4 24GB Q2_K ~4 75%
Mac mini · M4 24GB Q2_K ~4 75%
iMac · M4 24GB Q2_K ~4 75%
Mac mini · M6 32GB Q4_K_M ~4 82%
MacBook Air · M2 24GB Q2_K ~4 75%
MacBook Air · M3 24GB Q2_K ~4 75%
MacBook Pro 14" · M3 24GB Q2_K ~4 75%
Mac mini · M2 24GB Q2_K ~4 75%
iMac · M3 24GB Q2_K ~4 75%
MacBook Air · M5 32GB Q4_K_M ~4 82%
MacBook Pro 14" · M5 32GB Q4_K_M ~4 82%
MacBook Pro 14" · M3 Pro 36GB Q5_K_M ~3 84%
MacBook Pro 16" · M3 Pro 36GB Q5_K_M ~3 84%
MacBook Air · M4 32GB Q4_K_M ~3 82%
MacBook Pro 14" · M4 32GB Q4_K_M ~3 82%
Mac mini · M4 32GB Q4_K_M ~3 82%
iMac · M4 32GB Q4_K_M ~3 82%
MacBook Pro 14" · M1 Pro 16GB — — 112%
MacBook Pro 14" · M2 Pro 16GB — — 112%
MacBook Pro 16" · M1 Pro 16GB — — 112%
MacBook Pro 16" · M2 Pro 16GB — — 112%
Mac mini · M2 Pro 16GB — — 112%
Mac mini · M6 16GB — — 112%
MacBook Air · M5 16GB — — 112%
MacBook Pro 14" · M5 16GB — — 112%
MacBook Pro 14" · M3 Pro 18GB — — 99%
MacBook Pro 16" · M3 Pro 18GB — — 99%
MacBook Air · M4 16GB — — 112%
MacBook Pro 14" · M4 16GB — — 112%
Mac mini · M4 16GB — — 112%
iMac · M4 16GB — — 112%
MacBook Air · M2 8GB — — 224%
MacBook Air · M2 16GB — — 112%
MacBook Air · M3 8GB — — 224%
MacBook Air · M3 16GB — — 112%
MacBook Pro 14" · M3 8GB — — 224%
MacBook Pro 14" · M3 16GB — — 112%
Mac mini · M2 8GB — — 224%
Mac mini · M2 16GB — — 112%
iMac · M3 8GB — — 224%
iMac · M3 16GB — — 112%
MacBook Air · M1 8GB — — 224%
MacBook Air · M1 16GB — — 112%
Mac mini · M1 8GB — — 224%
Mac mini · M1 16GB — — 112%
iMac · M1 8GB — — 224%
iMac · M1 16GB — — 112%

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