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LLaDA2.1 mini

General model by inclusionai · 16.26B parameters

Chip
Unified Memory
Bandwidth 307 GB/s
Available for Models ~21 GB

Runs Excellently

LLaDA2.1 mini fits comfortably in your 24 GB Mac using Q8_0 quantization, using 78% of your RAM.

~124 tok/s

Q8_0 · 18.6 GB

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 18.6 GB~124 tok/s✓
Q6_K 14.6 GB~163 tok/s✓
Q5_K_M 12.6 GB~192 tok/s✓
Q4_K_M 11.0 GB~225 tok/s✓
Q3_K_M 9.4 GB~272 tok/s✓
Q2_K 7.6 GB~352 tok/s✓

Specifications

Parameters16.3B
Architecturellada2_moe
Context Length33K
CategoryGeneral
Mixture of Experts 256 experts, 8 active
Formatgguf
Minimum RAM9.1 GB
HuggingFace Downloads23,744
View on HuggingFace →

Which Mac Can Run LLaDA2.1 mini?

Minimum Mac

MacBook Pro 14" — M3 Pro 18GB

Q6_K · ~80 tok/s · 81% RAM

MacQuanttok/sRAM %
MacBook Pro 16" · M6 Ultra 192GB Q8_0 ~745 10%
MacBook Pro 16" · M6 Ultra 256GB Q8_0 ~745 7%
MacBook Pro 16" · M6 Ultra 384GB Q8_0 ~745 5%
Mac Studio · M6 Ultra 192GB Q8_0 ~745 10%
Mac Studio · M6 Ultra 256GB Q8_0 ~745 7%
Mac Studio · M6 Ultra 384GB Q8_0 ~745 5%
Mac Studio · M5 Ultra 128GB Q8_0 ~497 15%
Mac Studio · M5 Ultra 192GB Q8_0 ~497 10%
Mac Studio · M5 Ultra 256GB Q8_0 ~497 7%
MacBook Pro 14" · M6 Max 48GB Q8_0 ~372 39%
MacBook Pro 14" · M6 Max 64GB Q8_0 ~372 29%
MacBook Pro 14" · M6 Max 128GB Q8_0 ~372 15%
MacBook Pro 14" · M6 Max 192GB Q8_0 ~372 10%
MacBook Pro 16" · M6 Max 48GB Q8_0 ~372 39%
MacBook Pro 16" · M6 Max 64GB Q8_0 ~372 29%
MacBook Pro 16" · M6 Max 128GB Q8_0 ~372 15%
MacBook Pro 16" · M6 Max 192GB Q8_0 ~372 10%
Mac Studio · M6 Max 48GB Q8_0 ~372 39%
Mac Studio · M6 Max 64GB Q8_0 ~372 29%
Mac Studio · M6 Max 128GB Q8_0 ~372 15%
Mac Studio · M6 Max 192GB Q8_0 ~372 10%
Mac Studio · M1 Ultra 64GB Q8_0 ~323 29%
Mac Studio · M1 Ultra 128GB Q8_0 ~323 15%
Mac Studio · M2 Ultra 64GB Q8_0 ~323 29%
Mac Studio · M2 Ultra 96GB Q8_0 ~323 19%
Mac Studio · M2 Ultra 128GB Q8_0 ~323 15%
Mac Studio · M2 Ultra 192GB Q8_0 ~323 10%
Mac Studio · M3 Ultra 96GB Q8_0 ~323 19%
Mac Studio · M3 Ultra 192GB Q8_0 ~323 10%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~248 52%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~248 39%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~248 29%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~248 15%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~248 52%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~248 39%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~248 29%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~248 15%
Mac Studio · M5 Max 36GB Q8_0 ~248 52%
Mac Studio · M5 Max 64GB Q8_0 ~248 29%
Mac Studio · M5 Max 128GB Q8_0 ~248 15%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~221 52%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~221 39%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~221 29%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~221 15%
Mac Studio · M4 Max 36GB Q8_0 ~221 52%
Mac Studio · M4 Max 64GB Q8_0 ~221 29%
Mac Studio · M4 Max 128GB Q8_0 ~221 15%
MacBook Pro 14" · M6 Pro 24GB Q8_0 ~166 78%
MacBook Pro 14" · M6 Pro 48GB Q8_0 ~166 39%
MacBook Pro 14" · M6 Pro 64GB Q8_0 ~166 29%
MacBook Pro 16" · M6 Pro 24GB Q8_0 ~166 78%
MacBook Pro 16" · M6 Pro 48GB Q8_0 ~166 39%
MacBook Pro 16" · M6 Pro 64GB Q8_0 ~166 29%
Mac Mini · M6 Pro 24GB Q8_0 ~166 78%
Mac Mini · M6 Pro 48GB Q8_0 ~166 39%
Mac Mini · M6 Pro 64GB Q8_0 ~166 29%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~162 58%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~162 29%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~162 58%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~162 29%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~162 19%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~162 52%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~162 39%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~162 29%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~162 19%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~162 15%
Mac Studio · M1 Max 32GB Q8_0 ~162 58%
Mac Studio · M1 Max 64GB Q8_0 ~162 29%
Mac Studio · M2 Max 32GB Q8_0 ~162 58%
Mac Studio · M2 Max 64GB Q8_0 ~162 29%
Mac Studio · M2 Max 96GB Q8_0 ~162 19%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~124 78%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~124 39%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~124 29%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~124 78%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~124 39%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~110 78%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~110 39%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~110 78%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~110 39%
Mac Mini · M4 Pro 24GB Q8_0 ~110 78%
Mac Mini · M4 Pro 48GB Q8_0 ~110 39%
MacBook Air · M6 24GB Q8_0 ~82 78%
MacBook Air · M6 32GB Q8_0 ~82 58%
MacBook Pro 14" · M6 24GB Q8_0 ~82 78%
MacBook Pro 14" · M6 32GB Q8_0 ~82 58%
Mac Mini · M6 24GB Q8_0 ~82 78%
Mac Mini · M6 32GB Q8_0 ~82 58%
iMac · M6 24GB Q8_0 ~82 78%
iMac · M6 32GB Q8_0 ~82 58%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~81 58%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~81 58%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~81 58%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~81 58%
Mac Mini · M2 Pro 32GB Q8_0 ~81 58%
MacBook Pro 14" · M3 Pro 18GB Q6_K ~80 81%
MacBook Pro 16" · M3 Pro 18GB Q6_K ~80 81%
MacBook Air · M5 24GB Q8_0 ~62 78%
MacBook Air · M5 32GB Q8_0 ~62 58%
MacBook Pro 14" · M5 24GB Q8_0 ~62 78%
MacBook Pro 14" · M5 32GB Q8_0 ~62 58%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~61 52%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~61 52%
MacBook Air · M4 24GB Q8_0 ~49 78%
MacBook Air · M4 32GB Q8_0 ~49 58%
Mac Mini · M4 24GB Q8_0 ~49 78%
Mac Mini · M4 32GB Q8_0 ~49 58%
iMac · M4 24GB Q8_0 ~49 78%
iMac · M4 32GB Q8_0 ~49 58%
MacBook Air · M2 24GB Q8_0 ~40 78%
MacBook Air · M3 24GB Q8_0 ~40 78%
Mac Mini · M2 24GB Q8_0 ~40 78%
iMac · M3 24GB Q8_0 ~40 78%
MacBook Air · M6 16GB Q5_K_M ~127 79%
MacBook Pro 14" · M6 16GB Q5_K_M ~127 79%
Mac Mini · M6 16GB Q5_K_M ~127 79%
iMac · M6 16GB Q5_K_M ~127 79%
MacBook Pro 14" · M1 Pro 16GB Q5_K_M ~125 79%
MacBook Pro 14" · M2 Pro 16GB Q5_K_M ~125 79%
MacBook Pro 16" · M1 Pro 16GB Q5_K_M ~125 79%
MacBook Pro 16" · M2 Pro 16GB Q5_K_M ~125 79%
Mac Mini · M2 Pro 16GB Q5_K_M ~125 79%
MacBook Air · M5 16GB Q5_K_M ~96 79%
MacBook Pro 14" · M5 16GB Q5_K_M ~96 79%
MacBook Air · M4 16GB Q5_K_M ~75 79%
Mac Mini · M4 16GB Q5_K_M ~75 79%
iMac · M4 16GB Q5_K_M ~75 79%
MacBook Air · M2 16GB Q5_K_M ~62 79%
MacBook Air · M3 16GB Q5_K_M ~62 79%
Mac Mini · M2 16GB Q5_K_M ~62 79%
iMac · M3 16GB Q5_K_M ~62 79%
MacBook Air · M1 16GB Q5_K_M ~43 79%
Mac Mini · M1 16GB Q5_K_M ~43 79%
iMac · M1 16GB Q5_K_M ~43 79%
MacBook Air · M2 8GB — — 95%
MacBook Air · M3 8GB — — 95%
Mac Mini · M2 8GB — — 95%
iMac · M3 8GB — — 95%
MacBook Air · M1 8GB — — 95%
Mac Mini · M1 8GB — — 95%
iMac · M1 8GB — — 95%

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