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BulgakovLM 3B

General model by 0x7o · 2.84B 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

BulgakovLM 3B fits comfortably in your 24 GB Mac using Q8_0 quantization, using 15% of your RAM.

~57 tok/s

Q8_0 · 3.7 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 3.7 GB~57 tok/s✓
Q6_K 3.0 GB~74 tok/s✓
Q5_K_M 2.6 GB~87 tok/s✓
Q4_K_M 2.3 GB~103 tok/s✓
Q3_K_M 2.0 GB~124 tok/s✓
Q2_K 1.7 GB~161 tok/s✓

Specifications

Parameters2.8B
Architecturegptj
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM1.6 GB
HuggingFace Downloads1,236
View on HuggingFace →

Which Mac Can Run BulgakovLM 3B?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~18 tok/s · 46% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~151 4%
Mac Studio · M3 Ultra 256GB Q8_0 ~151 1%
Mac Studio · M3 Ultra 512GB Q8_0 ~151 1%
Mac Studio · M1 Ultra 64GB Q8_0 ~148 6%
Mac Studio · M1 Ultra 128GB Q8_0 ~148 3%
Mac Studio · M2 Ultra 64GB Q8_0 ~148 6%
Mac Studio · M2 Ultra 128GB Q8_0 ~148 3%
Mac Studio · M2 Ultra 192GB Q8_0 ~148 2%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~113 10%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~113 8%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~113 6%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~113 3%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~113 10%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~113 8%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~113 6%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~113 3%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~101 10%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~101 8%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~101 6%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~101 3%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~101 10%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~101 8%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~101 6%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~101 3%
Mac Studio · M4 Max 36GB Q8_0 ~101 10%
Mac Studio · M4 Max 48GB Q8_0 ~101 8%
Mac Studio · M4 Max 64GB Q8_0 ~101 6%
Mac Studio · M4 Max 128GB Q8_0 ~101 3%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~74 11%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~74 6%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~74 11%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~74 6%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~74 4%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~74 10%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~74 8%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~74 6%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~74 4%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~74 3%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~74 11%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~74 6%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~74 11%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~74 6%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~74 4%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~74 10%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~74 8%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~74 6%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~74 4%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~74 3%
Mac Studio · M1 Max 32GB Q8_0 ~74 11%
Mac Studio · M1 Max 64GB Q8_0 ~74 6%
Mac Studio · M2 Max 32GB Q8_0 ~74 11%
Mac Studio · M2 Max 64GB Q8_0 ~74 6%
Mac Studio · M2 Max 96GB Q8_0 ~74 4%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~57 15%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~57 8%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~57 6%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~57 15%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~57 8%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~57 6%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~50 15%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~50 8%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~50 15%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~50 8%
Mac mini · M4 Pro 24GB Q8_0 ~50 15%
Mac mini · M4 Pro 48GB Q8_0 ~50 8%
Mac mini · M4 Pro 64GB Q8_0 ~50 6%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~37 23%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~37 11%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~37 23%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~37 11%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~37 23%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~37 11%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~37 23%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~37 11%
Mac mini · M2 Pro 16GB Q8_0 ~37 23%
Mac mini · M2 Pro 32GB Q8_0 ~37 11%
MacBook Air · M5 16GB Q8_0 ~28 23%
MacBook Air · M5 24GB Q8_0 ~28 15%
MacBook Air · M5 32GB Q8_0 ~28 11%
MacBook Pro 14" · M5 16GB Q8_0 ~28 23%
MacBook Pro 14" · M5 24GB Q8_0 ~28 15%
MacBook Pro 14" · M5 32GB Q8_0 ~28 11%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~28 20%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~28 10%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~28 20%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~28 10%
MacBook Air · M4 16GB Q8_0 ~22 23%
MacBook Air · M4 24GB Q8_0 ~22 15%
MacBook Air · M4 32GB Q8_0 ~22 11%
MacBook Pro 14" · M4 16GB Q8_0 ~22 23%
MacBook Pro 14" · M4 24GB Q8_0 ~22 15%
MacBook Pro 14" · M4 32GB Q8_0 ~22 11%
Mac mini · M4 16GB Q8_0 ~22 23%
Mac mini · M4 24GB Q8_0 ~22 15%
Mac mini · M4 32GB Q8_0 ~22 11%
iMac · M4 16GB Q8_0 ~22 23%
iMac · M4 24GB Q8_0 ~22 15%
iMac · M4 32GB Q8_0 ~22 11%
MacBook Air · M2 8GB Q8_0 ~18 46%
MacBook Air · M2 16GB Q8_0 ~18 23%
MacBook Air · M2 24GB Q8_0 ~18 15%
MacBook Air · M3 8GB Q8_0 ~18 46%
MacBook Air · M3 16GB Q8_0 ~18 23%
MacBook Air · M3 24GB Q8_0 ~18 15%
MacBook Pro 14" · M3 8GB Q8_0 ~18 46%
MacBook Pro 14" · M3 16GB Q8_0 ~18 23%
MacBook Pro 14" · M3 24GB Q8_0 ~18 15%
Mac mini · M2 8GB Q8_0 ~18 46%
Mac mini · M2 16GB Q8_0 ~18 23%
Mac mini · M2 24GB Q8_0 ~18 15%
iMac · M3 8GB Q8_0 ~18 46%
iMac · M3 16GB Q8_0 ~18 23%
iMac · M3 24GB Q8_0 ~18 15%
MacBook Air · M1 8GB Q8_0 ~13 46%
MacBook Air · M1 16GB Q8_0 ~13 23%
Mac mini · M1 8GB Q8_0 ~13 46%
Mac mini · M1 16GB Q8_0 ~13 23%
iMac · M1 8GB Q8_0 ~13 46%
iMac · M1 16GB Q8_0 ~13 23%

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