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Qwen2.5 1.5B quantized.w8a8

General model by redhatai · 1.78B parameters

Runs Excellently

Qwen2.5 1.5B quantized.w8a8 fits comfortably in your 24 GB Mac using Q8_0 quantization, using 10% of your RAM.

~80 tok/s

Q8_0 · 2.5 GB

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 2.5 GB~80 tok/s
Q6_K 2.0 GB~105 tok/s
Q5_K_M 1.8 GB~124 tok/s
Q4_K_M 1.6 GB~145 tok/s
Q3_K_M 1.5 GB~176 tok/s
Q2_K 1.3 GB~228 tok/s

Specifications

Parameters1.8B
Architectureqwen2
Context Length33K
CategoryGeneral
Capabilitiestool_use
Formatgguf
Minimum RAM1 GB
HuggingFace Downloads899,751

Which Mac Can Run Qwen2.5 1.5B quantized.w8a8?

Minimum Mac

MacBook Air — M1 8GB

Q8_0 · ~20 tok/s · 31% RAM

MacQuanttok/sRAM %
MacBook Air · M1 8GB Q8_0 ~20 31%
MacBook Air · M2 8GB Q8_0 ~29 31%
MacBook Air · M3 8GB Q8_0 ~29 31%
Mac Mini · M1 8GB Q8_0 ~20 31%
Mac Mini · M2 8GB Q8_0 ~29 31%
iMac · M1 8GB Q8_0 ~20 31%
iMac · M3 8GB Q8_0 ~29 31%
MacBook Air · M1 16GB Q8_0 ~20 16%
MacBook Air · M2 16GB Q8_0 ~29 16%
MacBook Air · M3 16GB Q8_0 ~29 16%
MacBook Air · M4 16GB Q8_0 ~35 16%
MacBook Air · M5 16GB Q8_0 ~45 16%
MacBook Air · M6 16GB Q8_0 ~60 16%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~59 16%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~59 16%
MacBook Pro 14" · M5 16GB Q8_0 ~45 16%
MacBook Pro 14" · M6 16GB Q8_0 ~60 16%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~59 16%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~59 16%
Mac Mini · M1 16GB Q8_0 ~20 16%
Mac Mini · M2 16GB Q8_0 ~29 16%
Mac Mini · M2 Pro 16GB Q8_0 ~59 16%
Mac Mini · M4 16GB Q8_0 ~35 16%
Mac Mini · M6 16GB Q8_0 ~60 16%
iMac · M1 16GB Q8_0 ~20 16%
iMac · M3 16GB Q8_0 ~29 16%
iMac · M4 16GB Q8_0 ~35 16%
iMac · M6 16GB Q8_0 ~60 16%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~44 14%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~44 14%
MacBook Air · M2 24GB Q8_0 ~29 10%
MacBook Air · M3 24GB Q8_0 ~29 10%
MacBook Air · M4 24GB Q8_0 ~35 10%
MacBook Air · M5 24GB Q8_0 ~45 10%
MacBook Air · M6 24GB Q8_0 ~60 10%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~80 10%
MacBook Pro 14" · M5 24GB Q8_0 ~45 10%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~90 10%
MacBook Pro 14" · M6 24GB Q8_0 ~60 10%
MacBook Pro 14" · M6 Pro 24GB Q8_0 ~121 10%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~80 10%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~90 10%
MacBook Pro 16" · M6 Pro 24GB Q8_0 ~121 10%
Mac Mini · M2 24GB Q8_0 ~29 10%
Mac Mini · M4 24GB Q8_0 ~35 10%
Mac Mini · M4 Pro 24GB Q8_0 ~80 10%
Mac Mini · M6 24GB Q8_0 ~60 10%
Mac Mini · M6 Pro 24GB Q8_0 ~121 10%
iMac · M3 24GB Q8_0 ~29 10%
iMac · M4 24GB Q8_0 ~35 10%
iMac · M6 24GB Q8_0 ~60 10%
MacBook Air · M4 32GB Q8_0 ~35 8%
MacBook Air · M5 32GB Q8_0 ~45 8%
MacBook Air · M6 32GB Q8_0 ~60 8%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~59 8%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~59 8%
MacBook Pro 14" · M5 32GB Q8_0 ~45 8%
MacBook Pro 14" · M6 32GB Q8_0 ~60 8%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~59 8%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~118 8%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~59 8%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~118 8%
Mac Mini · M2 Pro 32GB Q8_0 ~59 8%
Mac Mini · M4 32GB Q8_0 ~35 8%
Mac Mini · M6 32GB Q8_0 ~60 8%
Mac Studio · M1 Max 32GB Q8_0 ~118 8%
Mac Studio · M2 Max 32GB Q8_0 ~118 8%
iMac · M4 32GB Q8_0 ~35 8%
iMac · M6 32GB Q8_0 ~60 8%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~44 7%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~181 7%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~44 7%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~118 7%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~161 7%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~181 7%
Mac Studio · M4 Max 36GB Q8_0 ~161 7%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~80 5%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~90 5%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~181 5%
MacBook Pro 14" · M6 Pro 48GB Q8_0 ~121 5%
MacBook Pro 14" · M6 Max 48GB Q8_0 ~271 5%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~118 5%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~80 5%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~161 5%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~90 5%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~181 5%
MacBook Pro 16" · M6 Pro 48GB Q8_0 ~121 5%
MacBook Pro 16" · M6 Max 48GB Q8_0 ~271 5%
Mac Mini · M4 Pro 48GB Q8_0 ~80 5%
Mac Mini · M6 Pro 48GB Q8_0 ~121 5%
Mac Studio · M6 Max 48GB Q8_0 ~271 5%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~90 4%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~181 4%
MacBook Pro 14" · M6 Pro 64GB Q8_0 ~121 4%
MacBook Pro 14" · M6 Max 64GB Q8_0 ~271 4%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~118 4%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~118 4%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~118 4%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~161 4%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~181 4%
MacBook Pro 16" · M6 Pro 64GB Q8_0 ~121 4%
MacBook Pro 16" · M6 Max 64GB Q8_0 ~271 4%
Mac Mini · M6 Pro 64GB Q8_0 ~121 4%
Mac Studio · M1 Max 64GB Q8_0 ~118 4%
Mac Studio · M1 Ultra 64GB Q8_0 ~235 4%
Mac Studio · M2 Max 64GB Q8_0 ~118 4%
Mac Studio · M2 Ultra 64GB Q8_0 ~235 4%
Mac Studio · M4 Max 64GB Q8_0 ~161 4%
Mac Studio · M6 Max 64GB Q8_0 ~271 4%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~118 3%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~118 3%
Mac Studio · M2 Max 96GB Q8_0 ~118 3%
Mac Studio · M2 Ultra 96GB Q8_0 ~235 3%
Mac Pro · M2 Ultra 96GB Q8_0 ~235 3%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~181 2%
MacBook Pro 14" · M6 Max 128GB Q8_0 ~271 2%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~118 2%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~161 2%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~181 2%
MacBook Pro 16" · M6 Max 128GB Q8_0 ~271 2%
Mac Studio · M1 Ultra 128GB Q8_0 ~235 2%
Mac Studio · M2 Ultra 128GB Q8_0 ~235 2%
Mac Studio · M4 Max 128GB Q8_0 ~161 2%
Mac Studio · M4 Ultra 128GB Q8_0 ~241 2%
Mac Studio · M6 Max 128GB Q8_0 ~271 2%
Mac Pro · M2 Ultra 128GB Q8_0 ~235 2%
Mac Pro · M4 Ultra 128GB Q8_0 ~241 2%
MacBook Pro 14" · M6 Max 192GB Q8_0 ~271 1%
MacBook Pro 16" · M6 Max 192GB Q8_0 ~271 1%
MacBook Pro 16" · M6 Ultra 192GB Q8_0 ~542 1%
Mac Studio · M2 Ultra 192GB Q8_0 ~235 1%
Mac Studio · M4 Ultra 192GB Q8_0 ~241 1%
Mac Studio · M6 Max 192GB Q8_0 ~271 1%
Mac Studio · M6 Ultra 192GB Q8_0 ~542 1%
Mac Pro · M2 Ultra 192GB Q8_0 ~235 1%
Mac Pro · M4 Ultra 192GB Q8_0 ~241 1%
Mac Pro · M6 Ultra 192GB Q8_0 ~542 1%
MacBook Pro 16" · M6 Ultra 256GB Q8_0 ~542 1%
Mac Studio · M4 Ultra 256GB Q8_0 ~241 1%
Mac Studio · M6 Ultra 256GB Q8_0 ~542 1%
Mac Pro · M4 Ultra 256GB Q8_0 ~241 1%
Mac Pro · M6 Ultra 256GB Q8_0 ~542 1%
MacBook Pro 16" · M6 Ultra 384GB Q8_0 ~542 1%
Mac Studio · M6 Ultra 384GB Q8_0 ~542 1%
Mac Pro · M6 Ultra 384GB Q8_0 ~542 1%

Run Qwen2.5 1.5B quantized.w8a8 locally on your Mac

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