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CodeNinja 1.0 OpenChat 7B

Coding model by beowolx · 7.24B 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

CodeNinja 1.0 OpenChat 7B fits comfortably in your 24 GB Mac using Q8_0 quantization, using 36% of your RAM.

~22 tok/s

Q8_0 · 8.6 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 8.6 GB~22 tok/s✓
Q6_K 6.8 GB~29 tok/s✓
Q5_K_M 5.9 GB~34 tok/s✓
Q4_K_M 5.2 GB~40 tok/s✓
Q3_K_M 4.4 GB~49 tok/s✓
Q2_K 3.7 GB~63 tok/s✓

Specifications

Parameters7.2B
Architecturemistral
Context Length8K
CategoryCoding
Formatgguf
Minimum RAM4 GB
HuggingFace Downloads8,402

GGUF Sources

TheBlokemradermacher
View on HuggingFace →

Which Mac Can Run CodeNinja 1.0 OpenChat 7B?

Minimum Mac

MacBook Pro 14" — M1 Pro 16GB

Q8_0 · ~14 tok/s · 54% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~59 9%
Mac Studio · M3 Ultra 256GB Q8_0 ~59 3%
Mac Studio · M3 Ultra 512GB Q8_0 ~59 2%
Mac Studio · M1 Ultra 64GB Q8_0 ~58 13%
Mac Studio · M1 Ultra 128GB Q8_0 ~58 7%
Mac Studio · M2 Ultra 64GB Q8_0 ~58 13%
Mac Studio · M2 Ultra 128GB Q8_0 ~58 7%
Mac Studio · M2 Ultra 192GB Q8_0 ~58 4%
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 13%
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 13%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~44 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 27%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~29 13%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~29 27%
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 27%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~29 13%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~29 27%
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 27%
Mac Studio · M1 Max 64GB Q8_0 ~29 13%
Mac Studio · M2 Max 32GB Q8_0 ~29 27%
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 36%
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 36%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~22 18%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~22 13%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~20 36%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~20 18%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~20 36%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~20 18%
Mac mini · M4 Pro 24GB Q8_0 ~20 36%
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 ~14 54%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~14 27%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~14 54%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~14 27%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~14 54%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~14 27%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~14 54%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~14 27%
Mac mini · M2 Pro 16GB Q8_0 ~14 54%
Mac mini · M2 Pro 32GB Q8_0 ~14 27%
MacBook Air · M5 16GB Q8_0 ~11 54%
MacBook Air · M5 24GB Q8_0 ~11 36%
MacBook Air · M5 32GB Q8_0 ~11 27%
MacBook Pro 14" · M5 16GB Q8_0 ~11 54%
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 48%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~11 24%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~11 48%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~11 24%
MacBook Air · M4 16GB Q8_0 ~9 54%
MacBook Air · M4 24GB Q8_0 ~9 36%
MacBook Air · M4 32GB Q8_0 ~9 27%
MacBook Pro 14" · M4 16GB Q8_0 ~9 54%
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 54%
Mac mini · M4 24GB Q8_0 ~9 36%
Mac mini · M4 32GB Q8_0 ~9 27%
iMac · M4 16GB Q8_0 ~9 54%
iMac · M4 24GB Q8_0 ~9 36%
iMac · M4 32GB Q8_0 ~9 27%
MacBook Air · M2 16GB Q8_0 ~7 54%
MacBook Air · M2 24GB Q8_0 ~7 36%
MacBook Air · M3 16GB Q8_0 ~7 54%
MacBook Air · M3 24GB Q8_0 ~7 36%
MacBook Pro 14" · M3 16GB Q8_0 ~7 54%
MacBook Pro 14" · M3 24GB Q8_0 ~7 36%
Mac mini · M2 16GB Q8_0 ~7 54%
Mac mini · M2 24GB Q8_0 ~7 36%
iMac · M3 16GB Q8_0 ~7 54%
iMac · M3 24GB Q8_0 ~7 36%
MacBook Air · M1 16GB Q8_0 ~5 54%
Mac mini · M1 16GB Q8_0 ~5 54%
iMac · M1 16GB Q8_0 ~5 54%
MacBook Air · M2 8GB Q5_K_M ~11 74%
MacBook Air · M3 8GB Q5_K_M ~11 74%
MacBook Pro 14" · M3 8GB Q5_K_M ~11 74%
Mac mini · M2 8GB Q5_K_M ~11 74%
iMac · M3 8GB Q5_K_M ~11 74%
MacBook Air · M1 8GB Q5_K_M ~8 74%
Mac mini · M1 8GB Q5_K_M ~8 74%
iMac · M1 8GB Q5_K_M ~8 74%

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