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progen2 base

General model by hugohrban · 0.76B 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

progen2 base fits comfortably in your 24 GB Mac using Q8_0 quantization, using 6% of your RAM.

~212tok/s
Q8_01.3 GBEstimated
Run it now. Download free No account, no caps, no terminal.

Specifications

Parameters765M
Architectureprogen
Context Length2K
CategoryGeneral
Formatgguf
Minimum RAM1 GB
HuggingFace Downloads3,769
View on HuggingFace →

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 1.3 GB~212 tok/s✓
Q6_K 1.2 GB~278 tok/s✓
Q5_K_M 1.1 GB~327 tok/s✓
Q4_K_M 1.0 GB~383 tok/s✓
Q3_K_M 0.9 GB~463 tok/s✓
Q2_K 0.8 GB~600 tok/s✓

Which Mac Can Run progen2 base?

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 · ~69 tok/s · 17% RAM

MacQuanttok/sRAM %
Mac Studio · M5 Ultra 96GB Q8_0 ~846 1%
Mac Studio · M5 Ultra 256GB Q8_0 ~846 1%
Mac Studio · M5 Ultra 512GB Q8_0 ~846 0%
Mac Studio · M3 Ultra 96GB Q8_0 ~564 1%
Mac Studio · M3 Ultra 256GB Q8_0 ~564 1%
Mac Studio · M3 Ultra 512GB Q8_0 ~564 0%
Mac Studio · M1 Ultra 64GB Q8_0 ~551 2%
Mac Studio · M1 Ultra 128GB Q8_0 ~551 1%
Mac Studio · M2 Ultra 64GB Q8_0 ~551 2%
Mac Studio · M2 Ultra 128GB Q8_0 ~551 1%
Mac Studio · M2 Ultra 192GB Q8_0 ~551 1%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~423 4%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~423 3%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~423 2%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~423 1%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~423 4%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~423 3%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~423 2%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~423 1%
Mac Studio · M5 Max 36GB Q8_0 ~423 4%
Mac Studio · M5 Max 48GB Q8_0 ~423 3%
Mac Studio · M5 Max 64GB Q8_0 ~423 2%
Mac Studio · M5 Max 128GB Q8_0 ~423 1%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~376 4%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~376 3%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~376 2%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~376 1%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~376 4%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~376 3%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~376 2%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~376 1%
Mac Studio · M4 Max 36GB Q8_0 ~376 4%
Mac Studio · M4 Max 48GB Q8_0 ~376 3%
Mac Studio · M4 Max 64GB Q8_0 ~376 2%
Mac Studio · M4 Max 128GB Q8_0 ~376 1%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~276 4%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~276 2%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~276 4%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~276 2%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~276 1%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~276 4%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~276 3%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~276 2%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~276 1%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~276 1%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~276 4%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~276 2%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~276 4%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~276 2%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~276 1%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~276 4%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~276 3%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~276 2%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~276 1%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~276 1%
Mac Studio · M1 Max 32GB Q8_0 ~276 4%
Mac Studio · M1 Max 64GB Q8_0 ~276 2%
Mac Studio · M2 Max 32GB Q8_0 ~276 4%
Mac Studio · M2 Max 64GB Q8_0 ~276 2%
Mac Studio · M2 Max 96GB Q8_0 ~276 1%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~212 6%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~212 3%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~212 2%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~212 6%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~212 3%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~212 2%
Mac mini · M5 Pro 24GB Q8_0 ~212 6%
Mac mini · M5 Pro 48GB Q8_0 ~212 3%
Mac mini · M5 Pro 64GB Q8_0 ~212 2%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~188 6%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~188 3%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~188 6%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~188 3%
Mac mini · M4 Pro 24GB Q8_0 ~188 6%
Mac mini · M4 Pro 48GB Q8_0 ~188 3%
Mac mini · M4 Pro 64GB Q8_0 ~188 2%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~138 8%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~138 4%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~138 8%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~138 4%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~138 8%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~138 4%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~138 8%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~138 4%
Mac mini · M2 Pro 16GB Q8_0 ~138 8%
Mac mini · M2 Pro 32GB Q8_0 ~138 4%
Mac mini · M6 16GB Q8_0 ~117 8%
Mac mini · M6 24GB Q8_0 ~117 6%
Mac mini · M6 32GB Q8_0 ~117 4%
MacBook Air · M5 16GB Q8_0 ~105 8%
MacBook Air · M5 24GB Q8_0 ~105 6%
MacBook Air · M5 32GB Q8_0 ~105 4%
MacBook Pro 14" · M5 16GB Q8_0 ~105 8%
MacBook Pro 14" · M5 24GB Q8_0 ~105 6%
MacBook Pro 14" · M5 32GB Q8_0 ~105 4%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~103 7%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~103 4%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~103 7%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~103 4%
MacBook Air · M4 16GB Q8_0 ~83 8%
MacBook Air · M4 24GB Q8_0 ~83 6%
MacBook Air · M4 32GB Q8_0 ~83 4%
MacBook Pro 14" · M4 16GB Q8_0 ~83 8%
MacBook Pro 14" · M4 24GB Q8_0 ~83 6%
MacBook Pro 14" · M4 32GB Q8_0 ~83 4%
Mac mini · M4 16GB Q8_0 ~83 8%
Mac mini · M4 24GB Q8_0 ~83 6%
Mac mini · M4 32GB Q8_0 ~83 4%
iMac · M4 16GB Q8_0 ~83 8%
iMac · M4 24GB Q8_0 ~83 6%
iMac · M4 32GB Q8_0 ~83 4%
MacBook Air · M2 8GB Q8_0 ~69 17%
MacBook Air · M2 16GB Q8_0 ~69 8%
MacBook Air · M2 24GB Q8_0 ~69 6%
MacBook Air · M3 8GB Q8_0 ~69 17%
MacBook Air · M3 16GB Q8_0 ~69 8%
MacBook Air · M3 24GB Q8_0 ~69 6%
MacBook Pro 14" · M3 8GB Q8_0 ~69 17%
MacBook Pro 14" · M3 16GB Q8_0 ~69 8%
MacBook Pro 14" · M3 24GB Q8_0 ~69 6%
Mac mini · M2 8GB Q8_0 ~69 17%
Mac mini · M2 16GB Q8_0 ~69 8%
Mac mini · M2 24GB Q8_0 ~69 6%
iMac · M3 8GB Q8_0 ~69 17%
iMac · M3 16GB Q8_0 ~69 8%
iMac · M3 24GB Q8_0 ~69 6%
MacBook Air · M1 8GB Q8_0 ~47 17%
MacBook Air · M1 16GB Q8_0 ~47 8%
Mac mini · M1 8GB Q8_0 ~47 17%
Mac mini · M1 16GB Q8_0 ~47 8%
iMac · M1 8GB Q8_0 ~47 17%
iMac · M1 16GB Q8_0 ~47 8%

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