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gpt oss 20b heretic ara v4

General model by p-e-w · 22.11B 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

Runs Excellently

gpt oss 20b heretic ara v4 fits comfortably in your 24 GB Mac using Q6_K quantization, using 82% of your RAM.

— tok/s

Q6_K · 19.6 GB · Benchmark needed

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 25.2 GB~43 tok/s✗
Q6_K Recommended 19.6 GB~57 tok/s✓
Q5_K_M 17.0 GB~67 tok/s✓
Q4_K_M 14.8 GB~78 tok/s✓
Q3_K_M 12.6 GB~94 tok/s✓
Q2_K 10.1 GB~122 tok/s✓

Specifications

Parameters22.1B
Architecturegpt_oss
Context Length131K
CategoryGeneral
Mixture of Experts 32 experts, 4 active
Formatgguf
Minimum RAM12.4 GB
HuggingFace Downloads4,617
View on HuggingFace →

Which Mac Can Run gpt oss 20b heretic ara v4?

Minimum Mac

MacBook Pro 14" — M5 Pro 24GB

Q6_K · benchmark needed · 82% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 — 26%
Mac Studio · M3 Ultra 256GB Q8_0 — 10%
Mac Studio · M3 Ultra 512GB Q8_0 — 5%
Mac Studio · M1 Ultra 64GB Q8_0 — 39%
Mac Studio · M1 Ultra 128GB Q8_0 — 20%
Mac Studio · M2 Ultra 64GB Q8_0 — 39%
Mac Studio · M2 Ultra 128GB Q8_0 — 20%
Mac Studio · M2 Ultra 192GB Q8_0 — 13%
MacBook Pro 14" · M5 Max 36GB Q8_0 — 70%
MacBook Pro 14" · M5 Max 48GB Q8_0 — 52%
MacBook Pro 14" · M5 Max 64GB Q8_0 — 39%
MacBook Pro 14" · M5 Max 128GB Q8_0 — 20%
MacBook Pro 16" · M5 Max 36GB Q8_0 — 70%
MacBook Pro 16" · M5 Max 48GB Q8_0 — 52%
MacBook Pro 16" · M5 Max 64GB Q8_0 — 39%
MacBook Pro 16" · M5 Max 128GB Q8_0 — 20%
MacBook Pro 14" · M4 Max 36GB Q8_0 — 70%
MacBook Pro 14" · M4 Max 48GB Q8_0 — 52%
MacBook Pro 14" · M4 Max 64GB Q8_0 — 39%
MacBook Pro 14" · M4 Max 128GB Q8_0 — 20%
MacBook Pro 16" · M4 Max 36GB Q8_0 — 70%
MacBook Pro 16" · M4 Max 48GB Q8_0 — 52%
MacBook Pro 16" · M4 Max 64GB Q8_0 — 39%
MacBook Pro 16" · M4 Max 128GB Q8_0 — 20%
Mac Studio · M4 Max 36GB Q8_0 — 70%
Mac Studio · M4 Max 48GB Q8_0 — 52%
Mac Studio · M4 Max 64GB Q8_0 — 39%
Mac Studio · M4 Max 128GB Q8_0 — 20%
MacBook Pro 14" · M5 Pro 24GB Q6_K — 82%
MacBook Pro 16" · M5 Pro 24GB Q6_K — 82%
MacBook Pro 14" · M1 Max 32GB Q8_0 — 79%
MacBook Pro 14" · M1 Max 64GB Q8_0 — 39%
MacBook Pro 14" · M2 Max 32GB Q8_0 — 79%
MacBook Pro 14" · M2 Max 64GB Q8_0 — 39%
MacBook Pro 14" · M2 Max 96GB Q8_0 — 26%
MacBook Pro 14" · M3 Max 36GB Q8_0 — 70%
MacBook Pro 14" · M3 Max 48GB Q8_0 — 52%
MacBook Pro 14" · M3 Max 64GB Q8_0 — 39%
MacBook Pro 14" · M3 Max 96GB Q8_0 — 26%
MacBook Pro 14" · M3 Max 128GB Q8_0 — 20%
MacBook Pro 16" · M1 Max 32GB Q8_0 — 79%
MacBook Pro 16" · M1 Max 64GB Q8_0 — 39%
MacBook Pro 16" · M2 Max 32GB Q8_0 — 79%
MacBook Pro 16" · M2 Max 64GB Q8_0 — 39%
MacBook Pro 16" · M2 Max 96GB Q8_0 — 26%
MacBook Pro 16" · M3 Max 36GB Q8_0 — 70%
MacBook Pro 16" · M3 Max 48GB Q8_0 — 52%
MacBook Pro 16" · M3 Max 64GB Q8_0 — 39%
MacBook Pro 16" · M3 Max 96GB Q8_0 — 26%
MacBook Pro 16" · M3 Max 128GB Q8_0 — 20%
Mac Studio · M1 Max 32GB Q8_0 — 79%
Mac Studio · M1 Max 64GB Q8_0 — 39%
Mac Studio · M2 Max 32GB Q8_0 — 79%
Mac Studio · M2 Max 64GB Q8_0 — 39%
Mac Studio · M2 Max 96GB Q8_0 — 26%
MacBook Pro 14" · M4 Pro 24GB Q6_K — 82%
MacBook Pro 16" · M4 Pro 24GB Q6_K — 82%
Mac mini · M4 Pro 24GB Q6_K — 82%
MacBook Pro 14" · M5 Pro 48GB Q8_0 — 52%
MacBook Pro 14" · M5 Pro 64GB Q8_0 — 39%
MacBook Pro 16" · M5 Pro 48GB Q8_0 — 52%
MacBook Pro 16" · M5 Pro 64GB Q8_0 — 39%
MacBook Pro 14" · M4 Pro 48GB Q8_0 — 52%
MacBook Pro 16" · M4 Pro 48GB Q8_0 — 52%
Mac mini · M4 Pro 48GB Q8_0 — 52%
Mac mini · M4 Pro 64GB Q8_0 — 39%
MacBook Air · M5 24GB Q6_K — 82%
MacBook Pro 14" · M5 24GB Q6_K — 82%
MacBook Pro 14" · M1 Pro 32GB Q8_0 — 79%
MacBook Pro 14" · M2 Pro 32GB Q8_0 — 79%
MacBook Pro 16" · M1 Pro 32GB Q8_0 — 79%
MacBook Pro 16" · M2 Pro 32GB Q8_0 — 79%
Mac mini · M2 Pro 32GB Q8_0 — 79%
MacBook Air · M4 24GB Q6_K — 82%
MacBook Pro 14" · M4 24GB Q6_K — 82%
Mac mini · M4 24GB Q6_K — 82%
iMac · M4 24GB Q6_K — 82%
MacBook Air · M5 32GB Q8_0 — 79%
MacBook Pro 14" · M5 32GB Q8_0 — 79%
MacBook Pro 14" · M3 Pro 36GB Q8_0 — 70%
MacBook Pro 16" · M3 Pro 36GB Q8_0 — 70%
MacBook Air · M2 24GB Q6_K — 82%
MacBook Air · M3 24GB Q6_K — 82%
MacBook Pro 14" · M3 24GB Q6_K — 82%
Mac mini · M2 24GB Q6_K — 82%
iMac · M3 24GB Q6_K — 82%
MacBook Air · M4 32GB Q8_0 — 79%
MacBook Pro 14" · M4 32GB Q8_0 — 79%
Mac mini · M4 32GB Q8_0 — 79%
iMac · M4 32GB Q8_0 — 79%
MacBook Pro 14" · M1 Pro 16GB Q3_K_M — 79%
MacBook Pro 14" · M2 Pro 16GB Q3_K_M — 79%
MacBook Pro 16" · M1 Pro 16GB Q3_K_M — 79%
MacBook Pro 16" · M2 Pro 16GB Q3_K_M — 79%
Mac mini · M2 Pro 16GB Q3_K_M — 79%
MacBook Air · M5 16GB Q3_K_M — 79%
MacBook Pro 14" · M5 16GB Q3_K_M — 79%
MacBook Pro 14" · M3 Pro 18GB Q4_K_M — 82%
MacBook Pro 16" · M3 Pro 18GB Q4_K_M — 82%
MacBook Air · M4 16GB Q3_K_M — 79%
MacBook Pro 14" · M4 16GB Q3_K_M — 79%
Mac mini · M4 16GB Q3_K_M — 79%
iMac · M4 16GB Q3_K_M — 79%
MacBook Air · M2 16GB Q3_K_M — 79%
MacBook Air · M3 16GB Q3_K_M — 79%
MacBook Pro 14" · M3 16GB Q3_K_M — 79%
Mac mini · M2 16GB Q3_K_M — 79%
iMac · M3 16GB Q3_K_M — 79%
MacBook Air · M1 16GB Q3_K_M — 79%
Mac mini · M1 16GB Q3_K_M — 79%
iMac · M1 16GB Q3_K_M — 79%
MacBook Air · M2 8GB — — 127%
MacBook Air · M3 8GB — — 127%
MacBook Pro 14" · M3 8GB — — 127%
Mac mini · M2 8GB — — 127%
iMac · M3 8GB — — 127%
MacBook Air · M1 8GB — — 127%
Mac mini · M1 8GB — — 127%
iMac · M1 8GB — — 127%

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