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experimental2

General model by ba2han · 0.59B 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

experimental2 fits comfortably in your 24 GB Mac using Q8_0 quantization, using 5% of your RAM.

~273 tok/s

Q8_0 · 1.2 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 1.2 GB~273 tok/s✓
Q6_K 1.0 GB~358 tok/s✓
Q5_K_M 0.9 GB~421 tok/s✓
Q4_K_M 0.9 GB~493 tok/s✓
Q3_K_M 0.8 GB~596 tok/s✓
Q2_K 0.8 GB~773 tok/s✓

Specifications

Parameters586M
Architectureqwen3
Context Length8K
CategoryGeneral
Formatgguf
Minimum RAM1 GB
HuggingFace Downloads1,817
View on HuggingFace →

Which Mac Can Run experimental2?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~89 tok/s · 14% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~727 1%
Mac Studio · M3 Ultra 256GB Q8_0 ~727 0%
Mac Studio · M3 Ultra 512GB Q8_0 ~727 0%
Mac Studio · M1 Ultra 64GB Q8_0 ~710 2%
Mac Studio · M1 Ultra 128GB Q8_0 ~710 1%
Mac Studio · M2 Ultra 64GB Q8_0 ~710 2%
Mac Studio · M2 Ultra 128GB Q8_0 ~710 1%
Mac Studio · M2 Ultra 192GB Q8_0 ~710 1%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~545 3%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~545 2%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~545 2%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~545 1%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~545 3%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~545 2%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~545 2%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~545 1%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~485 3%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~485 2%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~485 2%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~485 1%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~485 3%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~485 2%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~485 2%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~485 1%
Mac Studio · M4 Max 36GB Q8_0 ~485 3%
Mac Studio · M4 Max 48GB Q8_0 ~485 2%
Mac Studio · M4 Max 64GB Q8_0 ~485 2%
Mac Studio · M4 Max 128GB Q8_0 ~485 1%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~355 4%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~355 2%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~355 4%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~355 2%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~355 1%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~355 3%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~355 2%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~355 2%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~355 1%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~355 1%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~355 4%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~355 2%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~355 4%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~355 2%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~355 1%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~355 3%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~355 2%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~355 2%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~355 1%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~355 1%
Mac Studio · M1 Max 32GB Q8_0 ~355 4%
Mac Studio · M1 Max 64GB Q8_0 ~355 2%
Mac Studio · M2 Max 32GB Q8_0 ~355 4%
Mac Studio · M2 Max 64GB Q8_0 ~355 2%
Mac Studio · M2 Max 96GB Q8_0 ~355 1%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~273 5%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~273 2%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~273 2%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~273 5%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~273 2%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~273 2%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~242 5%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~242 2%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~242 5%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~242 2%
Mac mini · M4 Pro 24GB Q8_0 ~242 5%
Mac mini · M4 Pro 48GB Q8_0 ~242 2%
Mac mini · M4 Pro 64GB Q8_0 ~242 2%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~178 7%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~178 4%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~178 7%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~178 4%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~178 7%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~178 4%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~178 7%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~178 4%
Mac mini · M2 Pro 16GB Q8_0 ~178 7%
Mac mini · M2 Pro 32GB Q8_0 ~178 4%
MacBook Air · M5 16GB Q8_0 ~136 7%
MacBook Air · M5 24GB Q8_0 ~136 5%
MacBook Air · M5 32GB Q8_0 ~136 4%
MacBook Pro 14" · M5 16GB Q8_0 ~136 7%
MacBook Pro 14" · M5 24GB Q8_0 ~136 5%
MacBook Pro 14" · M5 32GB Q8_0 ~136 4%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~133 6%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~133 3%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~133 6%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~133 3%
MacBook Air · M4 16GB Q8_0 ~107 7%
MacBook Air · M4 24GB Q8_0 ~107 5%
MacBook Air · M4 32GB Q8_0 ~107 4%
MacBook Pro 14" · M4 16GB Q8_0 ~107 7%
MacBook Pro 14" · M4 24GB Q8_0 ~107 5%
MacBook Pro 14" · M4 32GB Q8_0 ~107 4%
Mac mini · M4 16GB Q8_0 ~107 7%
Mac mini · M4 24GB Q8_0 ~107 5%
Mac mini · M4 32GB Q8_0 ~107 4%
iMac · M4 16GB Q8_0 ~107 7%
iMac · M4 24GB Q8_0 ~107 5%
iMac · M4 32GB Q8_0 ~107 4%
MacBook Air · M2 8GB Q8_0 ~89 14%
MacBook Air · M2 16GB Q8_0 ~89 7%
MacBook Air · M2 24GB Q8_0 ~89 5%
MacBook Air · M3 8GB Q8_0 ~89 14%
MacBook Air · M3 16GB Q8_0 ~89 7%
MacBook Air · M3 24GB Q8_0 ~89 5%
MacBook Pro 14" · M3 8GB Q8_0 ~89 14%
MacBook Pro 14" · M3 16GB Q8_0 ~89 7%
MacBook Pro 14" · M3 24GB Q8_0 ~89 5%
Mac mini · M2 8GB Q8_0 ~89 14%
Mac mini · M2 16GB Q8_0 ~89 7%
Mac mini · M2 24GB Q8_0 ~89 5%
iMac · M3 8GB Q8_0 ~89 14%
iMac · M3 16GB Q8_0 ~89 7%
iMac · M3 24GB Q8_0 ~89 5%
MacBook Air · M1 8GB Q8_0 ~61 14%
MacBook Air · M1 16GB Q8_0 ~61 7%
Mac mini · M1 8GB Q8_0 ~61 14%
Mac mini · M1 16GB Q8_0 ~61 7%
iMac · M1 8GB Q8_0 ~61 14%
iMac · M1 16GB Q8_0 ~61 7%

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