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SeaLLM 7B v2

General model by seallms · 7.38B 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

SeaLLM 7B v2 fits comfortably in your 24 GB Mac using Q8_0 quantization, using 36% of your RAM.

~22 tok/s

Q8_0 · 8.7 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 8.7 GB~22 tok/s✓
Q6_K 6.9 GB~29 tok/s✓
Q5_K_M 6.0 GB~34 tok/s✓
Q4_K_M 5.3 GB~39 tok/s✓
Q3_K_M 4.5 GB~48 tok/s✓
Q2_K 3.7 GB~62 tok/s✓

Specifications

Parameters7.4B
Architecturemistral
Context Length33K
CategoryGeneral
Formatgguf
Minimum RAM4.1 GB
HuggingFace Downloads9,047
View on HuggingFace →

Which Mac Can Run SeaLLM 7B v2?

Minimum Mac

MacBook Pro 14" — M1 Pro 16GB

Q8_0 · ~14 tok/s · 55% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~58 9%
Mac Studio · M3 Ultra 256GB Q8_0 ~58 3%
Mac Studio · M3 Ultra 512GB Q8_0 ~58 2%
Mac Studio · M1 Ultra 64GB Q8_0 ~57 14%
Mac Studio · M1 Ultra 128GB Q8_0 ~57 7%
Mac Studio · M2 Ultra 64GB Q8_0 ~57 14%
Mac Studio · M2 Ultra 128GB Q8_0 ~57 7%
Mac Studio · M2 Ultra 192GB Q8_0 ~57 5%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~44 24%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~44 18%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~44 14%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~44 7%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~44 24%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~44 18%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~44 14%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~44 7%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~39 24%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~39 18%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~39 14%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~39 7%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~39 24%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~39 18%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~39 14%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~39 7%
Mac Studio · M4 Max 36GB Q8_0 ~39 24%
Mac Studio · M4 Max 48GB Q8_0 ~39 18%
Mac Studio · M4 Max 64GB Q8_0 ~39 14%
Mac Studio · M4 Max 128GB Q8_0 ~39 7%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~28 27%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~28 14%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~28 27%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~28 14%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~28 9%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~28 24%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~28 18%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~28 14%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~28 9%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~28 7%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~28 27%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~28 14%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~28 27%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~28 14%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~28 9%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~28 24%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~28 18%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~28 14%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~28 9%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~28 7%
Mac Studio · M1 Max 32GB Q8_0 ~28 27%
Mac Studio · M1 Max 64GB Q8_0 ~28 14%
Mac Studio · M2 Max 32GB Q8_0 ~28 27%
Mac Studio · M2 Max 64GB Q8_0 ~28 14%
Mac Studio · M2 Max 96GB Q8_0 ~28 9%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~22 36%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~22 18%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~22 14%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~22 36%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~22 18%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~22 14%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~19 36%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~19 18%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~19 36%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~19 18%
Mac mini · M4 Pro 24GB Q8_0 ~19 36%
Mac mini · M4 Pro 48GB Q8_0 ~19 18%
Mac mini · M4 Pro 64GB Q8_0 ~19 14%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~14 55%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~14 27%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~14 55%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~14 27%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~14 55%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~14 27%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~14 55%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~14 27%
Mac mini · M2 Pro 16GB Q8_0 ~14 55%
Mac mini · M2 Pro 32GB Q8_0 ~14 27%
MacBook Air · M5 16GB Q8_0 ~11 55%
MacBook Air · M5 24GB Q8_0 ~11 36%
MacBook Air · M5 32GB Q8_0 ~11 27%
MacBook Pro 14" · M5 16GB Q8_0 ~11 55%
MacBook Pro 14" · M5 24GB Q8_0 ~11 36%
MacBook Pro 14" · M5 32GB Q8_0 ~11 27%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~11 49%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~11 24%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~11 49%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~11 24%
MacBook Air · M4 16GB Q8_0 ~9 55%
MacBook Air · M4 24GB Q8_0 ~9 36%
MacBook Air · M4 32GB Q8_0 ~9 27%
MacBook Pro 14" · M4 16GB Q8_0 ~9 55%
MacBook Pro 14" · M4 24GB Q8_0 ~9 36%
MacBook Pro 14" · M4 32GB Q8_0 ~9 27%
Mac mini · M4 16GB Q8_0 ~9 55%
Mac mini · M4 24GB Q8_0 ~9 36%
Mac mini · M4 32GB Q8_0 ~9 27%
iMac · M4 16GB Q8_0 ~9 55%
iMac · M4 24GB Q8_0 ~9 36%
iMac · M4 32GB Q8_0 ~9 27%
MacBook Air · M2 16GB Q8_0 ~7 55%
MacBook Air · M2 24GB Q8_0 ~7 36%
MacBook Air · M3 16GB Q8_0 ~7 55%
MacBook Air · M3 24GB Q8_0 ~7 36%
MacBook Pro 14" · M3 16GB Q8_0 ~7 55%
MacBook Pro 14" · M3 24GB Q8_0 ~7 36%
Mac mini · M2 16GB Q8_0 ~7 55%
Mac mini · M2 24GB Q8_0 ~7 36%
iMac · M3 16GB Q8_0 ~7 55%
iMac · M3 24GB Q8_0 ~7 36%
MacBook Air · M1 16GB Q8_0 ~5 55%
Mac mini · M1 16GB Q8_0 ~5 55%
iMac · M1 16GB Q8_0 ~5 55%
MacBook Air · M2 8GB Q5_K_M ~11 75%
MacBook Air · M3 8GB Q5_K_M ~11 75%
MacBook Pro 14" · M3 8GB Q5_K_M ~11 75%
Mac mini · M2 8GB Q5_K_M ~11 75%
iMac · M3 8GB Q5_K_M ~11 75%
MacBook Air · M1 8GB Q5_K_M ~7 75%
Mac mini · M1 8GB Q5_K_M ~7 75%
iMac · M1 8GB Q5_K_M ~7 75%

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