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AI21 Jamba Reasoning 3B

Reasoning model by ai21labs · 3.2B 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

AI21 Jamba Reasoning 3B fits comfortably in your 24 GB Mac using Q8_0 quantization, using 17% of your RAM.

tok/s

Q8_0 · 4.1 GB · Benchmark needed

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 4.1 GB~50 tok/s
Q6_K 3.3 GB~66 tok/s
Q5_K_M 2.9 GB~78 tok/s
Q4_K_M 2.6 GB~91 tok/s
Q3_K_M 2.2 GB~110 tok/s
Q2_K 1.9 GB~143 tok/s

Specifications

Parameters3.2B
Architecturejamba
Context Length262K
CategoryReasoning
Mixture of Experts 1 experts, 1 active
Formatgguf
Minimum RAM1.8 GB
HuggingFace Downloads1,920

GGUF Sources

Which Mac Can Run AI21 Jamba Reasoning 3B?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · benchmark needed · 51% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 4%
Mac Studio · M3 Ultra 256GB Q8_0 2%
Mac Studio · M3 Ultra 512GB Q8_0 1%
Mac Studio · M1 Ultra 64GB Q8_0 6%
Mac Studio · M1 Ultra 128GB Q8_0 3%
Mac Studio · M2 Ultra 64GB Q8_0 6%
Mac Studio · M2 Ultra 128GB Q8_0 3%
Mac Studio · M2 Ultra 192GB Q8_0 2%
MacBook Pro 14" · M5 Max 36GB Q8_0 11%
MacBook Pro 14" · M5 Max 48GB Q8_0 8%
MacBook Pro 14" · M5 Max 64GB Q8_0 6%
MacBook Pro 14" · M5 Max 128GB Q8_0 3%
MacBook Pro 16" · M5 Max 36GB Q8_0 11%
MacBook Pro 16" · M5 Max 48GB Q8_0 8%
MacBook Pro 16" · M5 Max 64GB Q8_0 6%
MacBook Pro 16" · M5 Max 128GB Q8_0 3%
MacBook Pro 14" · M4 Max 36GB Q8_0 11%
MacBook Pro 14" · M4 Max 48GB Q8_0 8%
MacBook Pro 14" · M4 Max 64GB Q8_0 6%
MacBook Pro 14" · M4 Max 128GB Q8_0 3%
MacBook Pro 16" · M4 Max 36GB Q8_0 11%
MacBook Pro 16" · M4 Max 48GB Q8_0 8%
MacBook Pro 16" · M4 Max 64GB Q8_0 6%
MacBook Pro 16" · M4 Max 128GB Q8_0 3%
Mac Studio · M4 Max 36GB Q8_0 11%
Mac Studio · M4 Max 48GB Q8_0 8%
Mac Studio · M4 Max 64GB Q8_0 6%
Mac Studio · M4 Max 128GB Q8_0 3%
MacBook Pro 14" · M1 Max 32GB Q8_0 13%
MacBook Pro 14" · M1 Max 64GB Q8_0 6%
MacBook Pro 14" · M2 Max 32GB Q8_0 13%
MacBook Pro 14" · M2 Max 64GB Q8_0 6%
MacBook Pro 14" · M2 Max 96GB Q8_0 4%
MacBook Pro 14" · M3 Max 36GB Q8_0 11%
MacBook Pro 14" · M3 Max 48GB Q8_0 8%
MacBook Pro 14" · M3 Max 64GB Q8_0 6%
MacBook Pro 14" · M3 Max 96GB Q8_0 4%
MacBook Pro 14" · M3 Max 128GB Q8_0 3%
MacBook Pro 16" · M1 Max 32GB Q8_0 13%
MacBook Pro 16" · M1 Max 64GB Q8_0 6%
MacBook Pro 16" · M2 Max 32GB Q8_0 13%
MacBook Pro 16" · M2 Max 64GB Q8_0 6%
MacBook Pro 16" · M2 Max 96GB Q8_0 4%
MacBook Pro 16" · M3 Max 36GB Q8_0 11%
MacBook Pro 16" · M3 Max 48GB Q8_0 8%
MacBook Pro 16" · M3 Max 64GB Q8_0 6%
MacBook Pro 16" · M3 Max 96GB Q8_0 4%
MacBook Pro 16" · M3 Max 128GB Q8_0 3%
Mac Studio · M1 Max 32GB Q8_0 13%
Mac Studio · M1 Max 64GB Q8_0 6%
Mac Studio · M2 Max 32GB Q8_0 13%
Mac Studio · M2 Max 64GB Q8_0 6%
Mac Studio · M2 Max 96GB Q8_0 4%
MacBook Pro 14" · M5 Pro 24GB Q8_0 17%
MacBook Pro 14" · M5 Pro 48GB Q8_0 8%
MacBook Pro 14" · M5 Pro 64GB Q8_0 6%
MacBook Pro 16" · M5 Pro 24GB Q8_0 17%
MacBook Pro 16" · M5 Pro 48GB Q8_0 8%
MacBook Pro 16" · M5 Pro 64GB Q8_0 6%
MacBook Pro 14" · M4 Pro 24GB Q8_0 17%
MacBook Pro 14" · M4 Pro 48GB Q8_0 8%
MacBook Pro 16" · M4 Pro 24GB Q8_0 17%
MacBook Pro 16" · M4 Pro 48GB Q8_0 8%
Mac mini · M4 Pro 24GB Q8_0 17%
Mac mini · M4 Pro 48GB Q8_0 8%
Mac mini · M4 Pro 64GB Q8_0 6%
MacBook Pro 14" · M1 Pro 16GB Q8_0 25%
MacBook Pro 14" · M1 Pro 32GB Q8_0 13%
MacBook Pro 14" · M2 Pro 16GB Q8_0 25%
MacBook Pro 14" · M2 Pro 32GB Q8_0 13%
MacBook Pro 16" · M1 Pro 16GB Q8_0 25%
MacBook Pro 16" · M1 Pro 32GB Q8_0 13%
MacBook Pro 16" · M2 Pro 16GB Q8_0 25%
MacBook Pro 16" · M2 Pro 32GB Q8_0 13%
Mac mini · M2 Pro 16GB Q8_0 25%
Mac mini · M2 Pro 32GB Q8_0 13%
MacBook Air · M5 16GB Q8_0 25%
MacBook Air · M5 24GB Q8_0 17%
MacBook Air · M5 32GB Q8_0 13%
MacBook Pro 14" · M5 16GB Q8_0 25%
MacBook Pro 14" · M5 24GB Q8_0 17%
MacBook Pro 14" · M5 32GB Q8_0 13%
MacBook Pro 14" · M3 Pro 18GB Q8_0 23%
MacBook Pro 14" · M3 Pro 36GB Q8_0 11%
MacBook Pro 16" · M3 Pro 18GB Q8_0 23%
MacBook Pro 16" · M3 Pro 36GB Q8_0 11%
MacBook Air · M4 16GB Q8_0 25%
MacBook Air · M4 24GB Q8_0 17%
MacBook Air · M4 32GB Q8_0 13%
MacBook Pro 14" · M4 16GB Q8_0 25%
MacBook Pro 14" · M4 24GB Q8_0 17%
MacBook Pro 14" · M4 32GB Q8_0 13%
Mac mini · M4 16GB Q8_0 25%
Mac mini · M4 24GB Q8_0 17%
Mac mini · M4 32GB Q8_0 13%
iMac · M4 16GB Q8_0 25%
iMac · M4 24GB Q8_0 17%
iMac · M4 32GB Q8_0 13%
MacBook Air · M2 8GB Q8_0 51%
MacBook Air · M2 16GB Q8_0 25%
MacBook Air · M2 24GB Q8_0 17%
MacBook Air · M3 8GB Q8_0 51%
MacBook Air · M3 16GB Q8_0 25%
MacBook Air · M3 24GB Q8_0 17%
MacBook Pro 14" · M3 8GB Q8_0 51%
MacBook Pro 14" · M3 16GB Q8_0 25%
MacBook Pro 14" · M3 24GB Q8_0 17%
Mac mini · M2 8GB Q8_0 51%
Mac mini · M2 16GB Q8_0 25%
Mac mini · M2 24GB Q8_0 17%
iMac · M3 8GB Q8_0 51%
iMac · M3 16GB Q8_0 25%
iMac · M3 24GB Q8_0 17%
MacBook Air · M1 8GB Q8_0 51%
MacBook Air · M1 16GB Q8_0 25%
Mac mini · M1 8GB Q8_0 51%
Mac mini · M1 16GB Q8_0 25%
iMac · M1 8GB Q8_0 51%
iMac · M1 16GB Q8_0 25%

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