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mamba 7b rw

General model by tri-ml · 7.15B 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

Runs Excellently

mamba 7b rw fits comfortably in your 24 GB Mac using Q8_0 quantization, using 35% of your RAM.

~22tok/s
Q8_08.5 GBEstimated
Run it now. Download free No account, no caps, no terminal.

Specifications

Parameters7.2B
Architecturemamba
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM4 GB
HuggingFace Downloads1,276
View on HuggingFace →

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 8.5 GB~22 tok/s✓
Q6_K 6.7 GB~30 tok/s✓
Q5_K_M 5.8 GB~35 tok/s✓
Q4_K_M 5.1 GB~41 tok/s✓
Q3_K_M 4.4 GB~49 tok/s✓
Q2_K 3.6 GB~64 tok/s✓

Which Mac Can Run mamba 7b rw?

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" — M1 Pro 16GB

Q8_0 · ~15 tok/s · 53% RAM

MacQuanttok/sRAM %
Mac Studio · M5 Ultra 96GB Q8_0 ~90 9%
Mac Studio · M5 Ultra 256GB Q8_0 ~90 3%
Mac Studio · M5 Ultra 512GB Q8_0 ~90 2%
Mac Studio · M3 Ultra 96GB Q8_0 ~60 9%
Mac Studio · M3 Ultra 256GB Q8_0 ~60 3%
Mac Studio · M3 Ultra 512GB Q8_0 ~60 2%
Mac Studio · M1 Ultra 64GB Q8_0 ~59 13%
Mac Studio · M1 Ultra 128GB Q8_0 ~59 7%
Mac Studio · M2 Ultra 64GB Q8_0 ~59 13%
Mac Studio · M2 Ultra 128GB Q8_0 ~59 7%
Mac Studio · M2 Ultra 192GB Q8_0 ~59 4%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~45 24%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~45 18%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~45 13%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~45 7%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~45 24%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~45 18%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~45 13%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~45 7%
Mac Studio · M5 Max 36GB Q8_0 ~45 24%
Mac Studio · M5 Max 48GB Q8_0 ~45 18%
Mac Studio · M5 Max 64GB Q8_0 ~45 13%
Mac Studio · M5 Max 128GB Q8_0 ~45 7%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~40 24%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~40 18%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~40 13%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~40 7%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~40 24%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~40 18%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~40 13%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~40 7%
Mac Studio · M4 Max 36GB Q8_0 ~40 24%
Mac Studio · M4 Max 48GB Q8_0 ~40 18%
Mac Studio · M4 Max 64GB Q8_0 ~40 13%
Mac Studio · M4 Max 128GB Q8_0 ~40 7%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~29 26%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~29 13%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~29 26%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~29 13%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~29 9%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~29 24%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~29 18%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~29 13%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~29 9%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~29 7%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~29 26%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~29 13%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~29 26%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~29 13%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~29 9%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~29 24%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~29 18%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~29 13%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~29 9%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~29 7%
Mac Studio · M1 Max 32GB Q8_0 ~29 26%
Mac Studio · M1 Max 64GB Q8_0 ~29 13%
Mac Studio · M2 Max 32GB Q8_0 ~29 26%
Mac Studio · M2 Max 64GB Q8_0 ~29 13%
Mac Studio · M2 Max 96GB Q8_0 ~29 9%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~22 35%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~22 18%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~22 13%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~22 35%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~22 18%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~22 13%
Mac mini · M5 Pro 24GB Q8_0 ~22 35%
Mac mini · M5 Pro 48GB Q8_0 ~22 18%
Mac mini · M5 Pro 64GB Q8_0 ~22 13%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~20 35%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~20 18%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~20 35%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~20 18%
Mac mini · M4 Pro 24GB Q8_0 ~20 35%
Mac mini · M4 Pro 48GB Q8_0 ~20 18%
Mac mini · M4 Pro 64GB Q8_0 ~20 13%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~15 53%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~15 26%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~15 53%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~15 26%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~15 53%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~15 26%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~15 53%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~15 26%
Mac mini · M2 Pro 16GB Q8_0 ~15 53%
Mac mini · M2 Pro 32GB Q8_0 ~15 26%
Mac mini · M6 16GB Q8_0 ~12 53%
Mac mini · M6 24GB Q8_0 ~12 35%
Mac mini · M6 32GB Q8_0 ~12 26%
MacBook Air · M5 16GB Q8_0 ~11 53%
MacBook Air · M5 24GB Q8_0 ~11 35%
MacBook Air · M5 32GB Q8_0 ~11 26%
MacBook Pro 14" · M5 16GB Q8_0 ~11 53%
MacBook Pro 14" · M5 24GB Q8_0 ~11 35%
MacBook Pro 14" · M5 32GB Q8_0 ~11 26%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~11 47%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~11 24%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~11 47%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~11 24%
MacBook Air · M4 16GB Q8_0 ~9 53%
MacBook Air · M4 24GB Q8_0 ~9 35%
MacBook Air · M4 32GB Q8_0 ~9 26%
MacBook Pro 14" · M4 16GB Q8_0 ~9 53%
MacBook Pro 14" · M4 24GB Q8_0 ~9 35%
MacBook Pro 14" · M4 32GB Q8_0 ~9 26%
Mac mini · M4 16GB Q8_0 ~9 53%
Mac mini · M4 24GB Q8_0 ~9 35%
Mac mini · M4 32GB Q8_0 ~9 26%
iMac · M4 16GB Q8_0 ~9 53%
iMac · M4 24GB Q8_0 ~9 35%
iMac · M4 32GB Q8_0 ~9 26%
MacBook Air · M2 16GB Q8_0 ~7 53%
MacBook Air · M2 24GB Q8_0 ~7 35%
MacBook Air · M3 16GB Q8_0 ~7 53%
MacBook Air · M3 24GB Q8_0 ~7 35%
MacBook Pro 14" · M3 16GB Q8_0 ~7 53%
MacBook Pro 14" · M3 24GB Q8_0 ~7 35%
Mac mini · M2 16GB Q8_0 ~7 53%
Mac mini · M2 24GB Q8_0 ~7 35%
iMac · M3 16GB Q8_0 ~7 53%
iMac · M3 24GB Q8_0 ~7 35%
MacBook Air · M1 16GB Q8_0 ~5 53%
Mac mini · M1 16GB Q8_0 ~5 53%
iMac · M1 16GB Q8_0 ~5 53%
MacBook Air · M2 8GB Q5_K_M ~11 73%
MacBook Air · M3 8GB Q5_K_M ~11 73%
MacBook Pro 14" · M3 8GB Q5_K_M ~11 73%
Mac mini · M2 8GB Q5_K_M ~11 73%
iMac · M3 8GB Q5_K_M ~11 73%
MacBook Air · M1 8GB Q5_K_M ~8 73%
Mac mini · M1 8GB Q5_K_M ~8 73%
iMac · M1 8GB Q5_K_M ~8 73%

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