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llavaqwen2.5 0.5b finetune dyn col mask moe sparse 4e 2k sp0.9 r128_20260422_053621

Reasoning model by kkhya · 0.5B 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

llavaqwen2.5 0.5b finetune dyn col mask moe sparse 4e 2k sp0.9 r128_20260422_053621 fits comfortably in your 24 GB Mac using Q8_0 quantization, using 4% of your RAM.

~322 tok/s

Q8_0 · 1.1 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 1.1 GB~322 tok/s✓
Q6_K 0.9 GB~422 tok/s✓
Q5_K_M 0.9 GB~497 tok/s✓
Q4_K_M 0.8 GB~582 tok/s✓
Q3_K_M 0.8 GB~704 tok/s✓
Q2_K 0.7 GB~913 tok/s✓

Specifications

Parameters500M
Architecturedyn_col_mask_moe_llava_qwen2
Context Length4K
CategoryReasoning
Capabilitiesvision, tool_use
Formatgguf
Minimum RAM1 GB
HuggingFace Downloads1,590
View on HuggingFace →

Which Mac Can Run llavaqwen2.5 0.5b finetune dyn col mask moe sparse 4e 2k sp0.9 r128_20260422_053621?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~105 tok/s · 13% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~858 1%
Mac Studio · M3 Ultra 256GB Q8_0 ~858 0%
Mac Studio · M3 Ultra 512GB Q8_0 ~858 0%
Mac Studio · M1 Ultra 64GB Q8_0 ~838 2%
Mac Studio · M1 Ultra 128GB Q8_0 ~838 1%
Mac Studio · M2 Ultra 64GB Q8_0 ~838 2%
Mac Studio · M2 Ultra 128GB Q8_0 ~838 1%
Mac Studio · M2 Ultra 192GB Q8_0 ~838 1%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~643 3%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~643 2%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~643 2%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~643 1%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~643 3%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~643 2%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~643 2%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~643 1%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~572 3%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~572 2%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~572 2%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~572 1%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~572 3%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~572 2%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~572 2%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~572 1%
Mac Studio · M4 Max 36GB Q8_0 ~572 3%
Mac Studio · M4 Max 48GB Q8_0 ~572 2%
Mac Studio · M4 Max 64GB Q8_0 ~572 2%
Mac Studio · M4 Max 128GB Q8_0 ~572 1%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~419 3%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~419 2%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~419 3%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~419 2%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~419 1%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~419 3%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~419 2%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~419 2%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~419 1%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~419 1%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~419 3%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~419 2%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~419 3%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~419 2%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~419 1%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~419 3%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~419 2%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~419 2%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~419 1%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~419 1%
Mac Studio · M1 Max 32GB Q8_0 ~419 3%
Mac Studio · M1 Max 64GB Q8_0 ~419 2%
Mac Studio · M2 Max 32GB Q8_0 ~419 3%
Mac Studio · M2 Max 64GB Q8_0 ~419 2%
Mac Studio · M2 Max 96GB Q8_0 ~419 1%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~322 4%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~322 2%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~322 2%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~322 4%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~322 2%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~322 2%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~286 4%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~286 2%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~286 4%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~286 2%
Mac mini · M4 Pro 24GB Q8_0 ~286 4%
Mac mini · M4 Pro 48GB Q8_0 ~286 2%
Mac mini · M4 Pro 64GB Q8_0 ~286 2%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~210 7%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~210 3%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~210 7%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~210 3%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~210 7%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~210 3%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~210 7%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~210 3%
Mac mini · M2 Pro 16GB Q8_0 ~210 7%
Mac mini · M2 Pro 32GB Q8_0 ~210 3%
MacBook Air · M5 16GB Q8_0 ~160 7%
MacBook Air · M5 24GB Q8_0 ~160 4%
MacBook Air · M5 32GB Q8_0 ~160 3%
MacBook Pro 14" · M5 16GB Q8_0 ~160 7%
MacBook Pro 14" · M5 24GB Q8_0 ~160 4%
MacBook Pro 14" · M5 32GB Q8_0 ~160 3%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~157 6%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~157 3%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~157 6%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~157 3%
MacBook Air · M4 16GB Q8_0 ~126 7%
MacBook Air · M4 24GB Q8_0 ~126 4%
MacBook Air · M4 32GB Q8_0 ~126 3%
MacBook Pro 14" · M4 16GB Q8_0 ~126 7%
MacBook Pro 14" · M4 24GB Q8_0 ~126 4%
MacBook Pro 14" · M4 32GB Q8_0 ~126 3%
Mac mini · M4 16GB Q8_0 ~126 7%
Mac mini · M4 24GB Q8_0 ~126 4%
Mac mini · M4 32GB Q8_0 ~126 3%
iMac · M4 16GB Q8_0 ~126 7%
iMac · M4 24GB Q8_0 ~126 4%
iMac · M4 32GB Q8_0 ~126 3%
MacBook Air · M2 8GB Q8_0 ~105 13%
MacBook Air · M2 16GB Q8_0 ~105 7%
MacBook Air · M2 24GB Q8_0 ~105 4%
MacBook Air · M3 8GB Q8_0 ~105 13%
MacBook Air · M3 16GB Q8_0 ~105 7%
MacBook Air · M3 24GB Q8_0 ~105 4%
MacBook Pro 14" · M3 8GB Q8_0 ~105 13%
MacBook Pro 14" · M3 16GB Q8_0 ~105 7%
MacBook Pro 14" · M3 24GB Q8_0 ~105 4%
Mac mini · M2 8GB Q8_0 ~105 13%
Mac mini · M2 16GB Q8_0 ~105 7%
Mac mini · M2 24GB Q8_0 ~105 4%
iMac · M3 8GB Q8_0 ~105 13%
iMac · M3 16GB Q8_0 ~105 7%
iMac · M3 24GB Q8_0 ~105 4%
MacBook Air · M1 8GB Q8_0 ~72 13%
MacBook Air · M1 16GB Q8_0 ~72 7%
Mac mini · M1 8GB Q8_0 ~72 13%
Mac mini · M1 16GB Q8_0 ~72 7%
iMac · M1 8GB Q8_0 ~72 13%
iMac · M1 16GB Q8_0 ~72 7%

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