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cogvlm2 llama3 chat 19B

Chat model by zai-org · 19.5B 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

cogvlm2 llama3 chat 19B fits comfortably in your 24 GB Mac using Q6_K quantization, using 72% of your RAM.

~11 tok/s

Q6_K · 17.4 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 22.3 GB~8 tok/s✗
Q6_K Recommended 17.4 GB~11 tok/s✓
Q5_K_M 15.0 GB~13 tok/s✓
Q4_K_M 13.1 GB~15 tok/s✓
Q3_K_M 11.1 GB~18 tok/s✓
Q2_K 9.0 GB~23 tok/s✓

Specifications

Parameters19.5B
Architectureunknown
Context Length8K
CategoryChat
Formatgguf
Minimum RAM10.9 GB
HuggingFace Downloads5,464
View on HuggingFace →

Which Mac Can Run cogvlm2 llama3 chat 19B?

Minimum Mac

MacBook Pro 14" — M5 Pro 24GB

Q6_K · ~11 tok/s · 72% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~22 23%
Mac Studio · M3 Ultra 256GB Q8_0 ~22 9%
Mac Studio · M3 Ultra 512GB Q8_0 ~22 4%
Mac Studio · M1 Ultra 64GB Q8_0 ~21 35%
Mac Studio · M1 Ultra 128GB Q8_0 ~21 17%
Mac Studio · M2 Ultra 64GB Q8_0 ~21 35%
Mac Studio · M2 Ultra 128GB Q8_0 ~21 17%
Mac Studio · M2 Ultra 192GB Q8_0 ~21 12%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~16 62%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~16 46%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~16 35%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~16 17%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~16 62%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~16 46%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~16 35%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~16 17%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~15 62%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~15 46%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~15 35%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~15 17%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~15 62%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~15 46%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~15 35%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~15 17%
Mac Studio · M4 Max 36GB Q8_0 ~15 62%
Mac Studio · M4 Max 48GB Q8_0 ~15 46%
Mac Studio · M4 Max 64GB Q8_0 ~15 35%
Mac Studio · M4 Max 128GB Q8_0 ~15 17%
MacBook Pro 14" · M5 Pro 24GB Q6_K ~11 72%
MacBook Pro 16" · M5 Pro 24GB Q6_K ~11 72%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~11 70%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~11 35%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~11 70%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~11 35%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~11 23%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~11 62%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~11 46%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~11 35%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~11 23%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~11 17%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~11 70%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~11 35%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~11 70%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~11 35%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~11 23%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~11 62%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~11 46%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~11 35%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~11 23%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~11 17%
Mac Studio · M1 Max 32GB Q8_0 ~11 70%
Mac Studio · M1 Max 64GB Q8_0 ~11 35%
Mac Studio · M2 Max 32GB Q8_0 ~11 70%
Mac Studio · M2 Max 64GB Q8_0 ~11 35%
Mac Studio · M2 Max 96GB Q8_0 ~11 23%
MacBook Pro 14" · M4 Pro 24GB Q6_K ~10 72%
MacBook Pro 16" · M4 Pro 24GB Q6_K ~10 72%
Mac mini · M4 Pro 24GB Q6_K ~10 72%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~8 46%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~8 35%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~8 46%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~8 35%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~7 46%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~7 46%
Mac mini · M4 Pro 48GB Q8_0 ~7 46%
Mac mini · M4 Pro 64GB Q8_0 ~7 35%
MacBook Air · M5 24GB Q6_K ~5 72%
MacBook Pro 14" · M5 24GB Q6_K ~5 72%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~5 70%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~5 70%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~5 70%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~5 70%
Mac mini · M2 Pro 32GB Q8_0 ~5 70%
MacBook Air · M4 24GB Q6_K ~4 72%
MacBook Pro 14" · M4 24GB Q6_K ~4 72%
Mac mini · M4 24GB Q6_K ~4 72%
iMac · M4 24GB Q6_K ~4 72%
MacBook Air · M5 32GB Q8_0 ~4 70%
MacBook Pro 14" · M5 32GB Q8_0 ~4 70%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~4 62%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~4 62%
MacBook Air · M2 24GB Q6_K ~4 72%
MacBook Air · M3 24GB Q6_K ~4 72%
MacBook Pro 14" · M3 24GB Q6_K ~4 72%
Mac mini · M2 24GB Q6_K ~4 72%
iMac · M3 24GB Q6_K ~4 72%
MacBook Air · M4 32GB Q8_0 ~3 70%
MacBook Pro 14" · M4 32GB Q8_0 ~3 70%
Mac mini · M4 32GB Q8_0 ~3 70%
iMac · M4 32GB Q8_0 ~3 70%
MacBook Pro 14" · M1 Pro 16GB Q4_K_M ~10 82%
MacBook Pro 14" · M2 Pro 16GB Q4_K_M ~10 82%
MacBook Pro 16" · M1 Pro 16GB Q4_K_M ~10 82%
MacBook Pro 16" · M2 Pro 16GB Q4_K_M ~10 82%
Mac mini · M2 Pro 16GB Q4_K_M ~10 82%
MacBook Air · M5 16GB Q4_K_M ~7 82%
MacBook Pro 14" · M5 16GB Q4_K_M ~7 82%
MacBook Pro 14" · M3 Pro 18GB Q5_K_M ~6 84%
MacBook Pro 16" · M3 Pro 18GB Q5_K_M ~6 84%
MacBook Air · M4 16GB Q4_K_M ~6 82%
MacBook Pro 14" · M4 16GB Q4_K_M ~6 82%
Mac mini · M4 16GB Q4_K_M ~6 82%
iMac · M4 16GB Q4_K_M ~6 82%
MacBook Air · M2 16GB Q4_K_M ~5 82%
MacBook Air · M3 16GB Q4_K_M ~5 82%
MacBook Pro 14" · M3 16GB Q4_K_M ~5 82%
Mac mini · M2 16GB Q4_K_M ~5 82%
iMac · M3 16GB Q4_K_M ~5 82%
MacBook Air · M1 16GB Q4_K_M ~3 82%
Mac mini · M1 16GB Q4_K_M ~3 82%
iMac · M1 16GB Q4_K_M ~3 82%
MacBook Air · M2 8GB — — 112%
MacBook Air · M3 8GB — — 112%
MacBook Pro 14" · M3 8GB — — 112%
Mac mini · M2 8GB — — 112%
iMac · M3 8GB — — 112%
MacBook Air · M1 8GB — — 112%
Mac mini · M1 8GB — — 112%
iMac · M1 8GB — — 112%

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