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HarmBench Llama 2 13b cls

General model by cais · 13.02B parameters · Released 2024-02-03

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

HarmBench Llama 2 13b cls fits comfortably in your 24 GB Mac using Q8_0 quantization, using 63% of your RAM.

~12tok/s
Q8_015.0 GBEstimated
Run it now. Download free No account, no caps, no terminal.

Specifications

Parameters13.0B
Architecturellama
Context Length2K
CategoryGeneral
Formatgguf
Minimum RAM7.3 GB
Licensemit
HuggingFace Downloads61,476
View on HuggingFace →

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 15.0 GB~12 tok/s✓
Q6_K 11.8 GB~16 tok/s✓
Q5_K_M 10.2 GB~19 tok/s✓
Q4_K_M 8.9 GB~22 tok/s✓
Q3_K_M 7.6 GB~27 tok/s✓
Q2_K 6.2 GB~35 tok/s✓

Which Mac Can Run HarmBench Llama 2 13b cls?

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

Q6_K · ~11 tok/s · 74% RAM

MacQuanttok/sRAM %
Mac Studio · M5 Ultra 96GB Q8_0 ~49 16%
Mac Studio · M5 Ultra 256GB Q8_0 ~49 6%
Mac Studio · M5 Ultra 512GB Q8_0 ~49 3%
Mac Studio · M3 Ultra 96GB Q8_0 ~33 16%
Mac Studio · M3 Ultra 256GB Q8_0 ~33 6%
Mac Studio · M3 Ultra 512GB Q8_0 ~33 3%
Mac Studio · M1 Ultra 64GB Q8_0 ~32 23%
Mac Studio · M1 Ultra 128GB Q8_0 ~32 12%
Mac Studio · M2 Ultra 64GB Q8_0 ~32 23%
Mac Studio · M2 Ultra 128GB Q8_0 ~32 12%
Mac Studio · M2 Ultra 192GB Q8_0 ~32 8%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~25 42%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~25 31%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~25 23%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~25 12%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~25 42%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~25 31%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~25 23%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~25 12%
Mac Studio · M5 Max 36GB Q8_0 ~25 42%
Mac Studio · M5 Max 48GB Q8_0 ~25 31%
Mac Studio · M5 Max 64GB Q8_0 ~25 23%
Mac Studio · M5 Max 128GB Q8_0 ~25 12%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~22 42%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~22 31%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~22 23%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~22 12%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~22 42%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~22 31%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~22 23%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~22 12%
Mac Studio · M4 Max 36GB Q8_0 ~22 42%
Mac Studio · M4 Max 48GB Q8_0 ~22 31%
Mac Studio · M4 Max 64GB Q8_0 ~22 23%
Mac Studio · M4 Max 128GB Q8_0 ~22 12%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~16 47%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~16 23%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~16 47%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~16 23%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~16 16%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~16 42%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~16 31%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~16 23%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~16 16%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~16 12%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~16 47%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~16 23%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~16 47%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~16 23%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~16 16%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~16 42%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~16 31%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~16 23%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~16 16%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~16 12%
Mac Studio · M1 Max 32GB Q8_0 ~16 47%
Mac Studio · M1 Max 64GB Q8_0 ~16 23%
Mac Studio · M2 Max 32GB Q8_0 ~16 47%
Mac Studio · M2 Max 64GB Q8_0 ~16 23%
Mac Studio · M2 Max 96GB Q8_0 ~16 16%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~12 63%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~12 31%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~12 23%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~12 63%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~12 31%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~12 23%
Mac mini · M5 Pro 24GB Q8_0 ~12 63%
Mac mini · M5 Pro 48GB Q8_0 ~12 31%
Mac mini · M5 Pro 64GB Q8_0 ~12 23%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~11 63%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~11 31%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~11 63%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~11 31%
Mac mini · M4 Pro 24GB Q8_0 ~11 63%
Mac mini · M4 Pro 48GB Q8_0 ~11 31%
Mac mini · M4 Pro 64GB Q8_0 ~11 23%
MacBook Pro 14" · M1 Pro 16GB Q6_K ~11 74%
MacBook Pro 14" · M2 Pro 16GB Q6_K ~11 74%
MacBook Pro 16" · M1 Pro 16GB Q6_K ~11 74%
MacBook Pro 16" · M2 Pro 16GB Q6_K ~11 74%
Mac mini · M2 Pro 16GB Q6_K ~11 74%
Mac mini · M6 16GB Q6_K ~9 74%
MacBook Air · M5 16GB Q6_K ~8 74%
MacBook Pro 14" · M5 16GB Q6_K ~8 74%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~8 47%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~8 47%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~8 47%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~8 47%
Mac mini · M2 Pro 32GB Q8_0 ~8 47%
Mac mini · M6 24GB Q8_0 ~7 63%
Mac mini · M6 32GB Q8_0 ~7 47%
MacBook Air · M4 16GB Q6_K ~6 74%
MacBook Pro 14" · M4 16GB Q6_K ~6 74%
Mac mini · M4 16GB Q6_K ~6 74%
iMac · M4 16GB Q6_K ~6 74%
MacBook Air · M5 24GB Q8_0 ~6 63%
MacBook Air · M5 32GB Q8_0 ~6 47%
MacBook Pro 14" · M5 24GB Q8_0 ~6 63%
MacBook Pro 14" · M5 32GB Q8_0 ~6 47%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~6 83%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~6 42%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~6 83%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~6 42%
MacBook Air · M2 16GB Q6_K ~5 74%
MacBook Air · M3 16GB Q6_K ~5 74%
MacBook Pro 14" · M3 16GB Q6_K ~5 74%
Mac mini · M2 16GB Q6_K ~5 74%
iMac · M3 16GB Q6_K ~5 74%
MacBook Air · M4 24GB Q8_0 ~5 63%
MacBook Air · M4 32GB Q8_0 ~5 47%
MacBook Pro 14" · M4 24GB Q8_0 ~5 63%
MacBook Pro 14" · M4 32GB Q8_0 ~5 47%
Mac mini · M4 24GB Q8_0 ~5 63%
Mac mini · M4 32GB Q8_0 ~5 47%
iMac · M4 24GB Q8_0 ~5 63%
iMac · M4 32GB Q8_0 ~5 47%
MacBook Air · M2 24GB Q8_0 ~4 63%
MacBook Air · M3 24GB Q8_0 ~4 63%
MacBook Pro 14" · M3 24GB Q8_0 ~4 63%
Mac mini · M2 24GB Q8_0 ~4 63%
iMac · M3 24GB Q8_0 ~4 63%
MacBook Air · M1 16GB Q6_K ~4 74%
Mac mini · M1 16GB Q6_K ~4 74%
iMac · M1 16GB Q6_K ~4 74%
MacBook Air · M2 8GB Q2_K ~11 77%
MacBook Air · M3 8GB Q2_K ~11 77%
MacBook Pro 14" · M3 8GB Q2_K ~11 77%
Mac mini · M2 8GB Q2_K ~11 77%
iMac · M3 8GB Q2_K ~11 77%
MacBook Air · M1 8GB Q2_K ~8 77%
Mac mini · M1 8GB Q2_K ~8 77%
iMac · M1 8GB Q2_K ~8 77%

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