← Back to all models

gpt2 xl_lima

General model by lgaalves · 1.56B 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

gpt2 xl_lima fits comfortably in your 24 GB Mac using Q8_0 quantization, using 9% of your RAM.

~103tok/s
Q8_02.2 GBEstimated
Run it now. Download free No account, no caps, no terminal.

Specifications

Parameters1.6B
Architecturegpt2
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM1 GB
HuggingFace Downloads1,039
View on HuggingFace →

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 2.2 GB~103 tok/s✓
Q6_K 1.9 GB~135 tok/s✓
Q5_K_M 1.7 GB~159 tok/s✓
Q4_K_M 1.5 GB~187 tok/s✓
Q3_K_M 1.4 GB~225 tok/s✓
Q2_K 1.2 GB~293 tok/s✓

Which Mac Can Run gpt2 xl_lima?

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 Air — M2 8GB

Q8_0 · ~34 tok/s · 28% RAM

MacQuanttok/sRAM %
Mac Studio · M5 Ultra 96GB Q8_0 ~412 2%
Mac Studio · M5 Ultra 256GB Q8_0 ~412 1%
Mac Studio · M5 Ultra 512GB Q8_0 ~412 0%
Mac Studio · M3 Ultra 96GB Q8_0 ~275 2%
Mac Studio · M3 Ultra 256GB Q8_0 ~275 1%
Mac Studio · M3 Ultra 512GB Q8_0 ~275 0%
Mac Studio · M1 Ultra 64GB Q8_0 ~269 4%
Mac Studio · M1 Ultra 128GB Q8_0 ~269 2%
Mac Studio · M2 Ultra 64GB Q8_0 ~269 4%
Mac Studio · M2 Ultra 128GB Q8_0 ~269 2%
Mac Studio · M2 Ultra 192GB Q8_0 ~269 1%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~206 6%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~206 5%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~206 4%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~206 2%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~206 6%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~206 5%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~206 4%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~206 2%
Mac Studio · M5 Max 36GB Q8_0 ~206 6%
Mac Studio · M5 Max 48GB Q8_0 ~206 5%
Mac Studio · M5 Max 64GB Q8_0 ~206 4%
Mac Studio · M5 Max 128GB Q8_0 ~206 2%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~183 6%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~183 5%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~183 4%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~183 2%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~183 6%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~183 5%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~183 4%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~183 2%
Mac Studio · M4 Max 36GB Q8_0 ~183 6%
Mac Studio · M4 Max 48GB Q8_0 ~183 5%
Mac Studio · M4 Max 64GB Q8_0 ~183 4%
Mac Studio · M4 Max 128GB Q8_0 ~183 2%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~134 7%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~134 4%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~134 7%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~134 4%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~134 2%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~134 6%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~134 5%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~134 4%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~134 2%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~134 2%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~134 7%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~134 4%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~134 7%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~134 4%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~134 2%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~134 6%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~134 5%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~134 4%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~134 2%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~134 2%
Mac Studio · M1 Max 32GB Q8_0 ~134 7%
Mac Studio · M1 Max 64GB Q8_0 ~134 4%
Mac Studio · M2 Max 32GB Q8_0 ~134 7%
Mac Studio · M2 Max 64GB Q8_0 ~134 4%
Mac Studio · M2 Max 96GB Q8_0 ~134 2%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~103 9%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~103 5%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~103 4%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~103 9%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~103 5%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~103 4%
Mac mini · M5 Pro 24GB Q8_0 ~103 9%
Mac mini · M5 Pro 48GB Q8_0 ~103 5%
Mac mini · M5 Pro 64GB Q8_0 ~103 4%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~92 9%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~92 5%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~92 9%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~92 5%
Mac mini · M4 Pro 24GB Q8_0 ~92 9%
Mac mini · M4 Pro 48GB Q8_0 ~92 5%
Mac mini · M4 Pro 64GB Q8_0 ~92 4%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~67 14%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~67 7%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~67 14%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~67 7%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~67 14%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~67 7%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~67 14%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~67 7%
Mac mini · M2 Pro 16GB Q8_0 ~67 14%
Mac mini · M2 Pro 32GB Q8_0 ~67 7%
Mac mini · M6 16GB Q8_0 ~57 14%
Mac mini · M6 24GB Q8_0 ~57 9%
Mac mini · M6 32GB Q8_0 ~57 7%
MacBook Air · M5 16GB Q8_0 ~51 14%
MacBook Air · M5 24GB Q8_0 ~51 9%
MacBook Air · M5 32GB Q8_0 ~51 7%
MacBook Pro 14" · M5 16GB Q8_0 ~51 14%
MacBook Pro 14" · M5 24GB Q8_0 ~51 9%
MacBook Pro 14" · M5 32GB Q8_0 ~51 7%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~50 12%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~50 6%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~50 12%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~50 6%
MacBook Air · M4 16GB Q8_0 ~40 14%
MacBook Air · M4 24GB Q8_0 ~40 9%
MacBook Air · M4 32GB Q8_0 ~40 7%
MacBook Pro 14" · M4 16GB Q8_0 ~40 14%
MacBook Pro 14" · M4 24GB Q8_0 ~40 9%
MacBook Pro 14" · M4 32GB Q8_0 ~40 7%
Mac mini · M4 16GB Q8_0 ~40 14%
Mac mini · M4 24GB Q8_0 ~40 9%
Mac mini · M4 32GB Q8_0 ~40 7%
iMac · M4 16GB Q8_0 ~40 14%
iMac · M4 24GB Q8_0 ~40 9%
iMac · M4 32GB Q8_0 ~40 7%
MacBook Air · M2 8GB Q8_0 ~34 28%
MacBook Air · M2 16GB Q8_0 ~34 14%
MacBook Air · M2 24GB Q8_0 ~34 9%
MacBook Air · M3 8GB Q8_0 ~34 28%
MacBook Air · M3 16GB Q8_0 ~34 14%
MacBook Air · M3 24GB Q8_0 ~34 9%
MacBook Pro 14" · M3 8GB Q8_0 ~34 28%
MacBook Pro 14" · M3 16GB Q8_0 ~34 14%
MacBook Pro 14" · M3 24GB Q8_0 ~34 9%
Mac mini · M2 8GB Q8_0 ~34 28%
Mac mini · M2 16GB Q8_0 ~34 14%
Mac mini · M2 24GB Q8_0 ~34 9%
iMac · M3 8GB Q8_0 ~34 28%
iMac · M3 16GB Q8_0 ~34 14%
iMac · M3 24GB Q8_0 ~34 9%
MacBook Air · M1 8GB Q8_0 ~23 28%
MacBook Air · M1 16GB Q8_0 ~23 14%
Mac mini · M1 8GB Q8_0 ~23 28%
Mac mini · M1 16GB Q8_0 ~23 14%
iMac · M1 8GB Q8_0 ~23 28%
iMac · M1 16GB Q8_0 ~23 14%

Models similar to gpt2 xl_lima

Closest matches by use case and parameter count.

Run gpt2 xl_lima locally on your Mac

ToolPiper downloads, manages, and runs models with one click. Apple Silicon optimized.

Get ToolPiper free