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zira researcher

General model by 0xvoid0000 · 4.21B 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

zira researcher fits comfortably in your 24 GB Mac using Q8_0 quantization, using 22% of your RAM.

~38 tok/s

Q8_0 · 5.2 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 5.2 GB~38 tok/s✓
Q6_K 4.1 GB~50 tok/s✓
Q5_K_M 3.6 GB~59 tok/s✓
Q4_K_M 3.2 GB~69 tok/s✓
Q3_K_M 2.8 GB~84 tok/s✓
Q2_K 2.3 GB~108 tok/s✓

Specifications

Parameters4.2B
Architectureqwen3_5_text
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM2.4 GB
HuggingFace Downloads1,045
View on HuggingFace →

Which Mac Can Run zira researcher?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~12 tok/s · 65% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~102 5%
Mac Studio · M3 Ultra 256GB Q8_0 ~102 2%
Mac Studio · M3 Ultra 512GB Q8_0 ~102 1%
Mac Studio · M1 Ultra 64GB Q8_0 ~100 8%
Mac Studio · M1 Ultra 128GB Q8_0 ~100 4%
Mac Studio · M2 Ultra 64GB Q8_0 ~100 8%
Mac Studio · M2 Ultra 128GB Q8_0 ~100 4%
Mac Studio · M2 Ultra 192GB Q8_0 ~100 3%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~76 14%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~76 11%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~76 8%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~76 4%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~76 14%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~76 11%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~76 8%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~76 4%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~68 14%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~68 11%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~68 8%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~68 4%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~68 14%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~68 11%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~68 8%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~68 4%
Mac Studio · M4 Max 36GB Q8_0 ~68 14%
Mac Studio · M4 Max 48GB Q8_0 ~68 11%
Mac Studio · M4 Max 64GB Q8_0 ~68 8%
Mac Studio · M4 Max 128GB Q8_0 ~68 4%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~50 16%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~50 8%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~50 16%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~50 8%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~50 5%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~50 14%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~50 11%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~50 8%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~50 5%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~50 4%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~50 16%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~50 8%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~50 16%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~50 8%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~50 5%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~50 14%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~50 11%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~50 8%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~50 5%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~50 4%
Mac Studio · M1 Max 32GB Q8_0 ~50 16%
Mac Studio · M1 Max 64GB Q8_0 ~50 8%
Mac Studio · M2 Max 32GB Q8_0 ~50 16%
Mac Studio · M2 Max 64GB Q8_0 ~50 8%
Mac Studio · M2 Max 96GB Q8_0 ~50 5%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~38 22%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~38 11%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~38 8%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~38 22%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~38 11%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~38 8%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~34 22%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~34 11%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~34 22%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~34 11%
Mac mini · M4 Pro 24GB Q8_0 ~34 22%
Mac mini · M4 Pro 48GB Q8_0 ~34 11%
Mac mini · M4 Pro 64GB Q8_0 ~34 8%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~25 32%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~25 16%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~25 32%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~25 16%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~25 32%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~25 16%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~25 32%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~25 16%
Mac mini · M2 Pro 16GB Q8_0 ~25 32%
Mac mini · M2 Pro 32GB Q8_0 ~25 16%
MacBook Air · M5 16GB Q8_0 ~19 32%
MacBook Air · M5 24GB Q8_0 ~19 22%
MacBook Air · M5 32GB Q8_0 ~19 16%
MacBook Pro 14" · M5 16GB Q8_0 ~19 32%
MacBook Pro 14" · M5 24GB Q8_0 ~19 22%
MacBook Pro 14" · M5 32GB Q8_0 ~19 16%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~19 29%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~19 14%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~19 29%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~19 14%
MacBook Air · M4 16GB Q8_0 ~15 32%
MacBook Air · M4 24GB Q8_0 ~15 22%
MacBook Air · M4 32GB Q8_0 ~15 16%
MacBook Pro 14" · M4 16GB Q8_0 ~15 32%
MacBook Pro 14" · M4 24GB Q8_0 ~15 22%
MacBook Pro 14" · M4 32GB Q8_0 ~15 16%
Mac mini · M4 16GB Q8_0 ~15 32%
Mac mini · M4 24GB Q8_0 ~15 22%
Mac mini · M4 32GB Q8_0 ~15 16%
iMac · M4 16GB Q8_0 ~15 32%
iMac · M4 24GB Q8_0 ~15 22%
iMac · M4 32GB Q8_0 ~15 16%
MacBook Air · M2 8GB Q8_0 ~12 65%
MacBook Air · M2 16GB Q8_0 ~12 32%
MacBook Air · M2 24GB Q8_0 ~12 22%
MacBook Air · M3 8GB Q8_0 ~12 65%
MacBook Air · M3 16GB Q8_0 ~12 32%
MacBook Air · M3 24GB Q8_0 ~12 22%
MacBook Pro 14" · M3 8GB Q8_0 ~12 65%
MacBook Pro 14" · M3 16GB Q8_0 ~12 32%
MacBook Pro 14" · M3 24GB Q8_0 ~12 22%
Mac mini · M2 8GB Q8_0 ~12 65%
Mac mini · M2 16GB Q8_0 ~12 32%
Mac mini · M2 24GB Q8_0 ~12 22%
iMac · M3 8GB Q8_0 ~12 65%
iMac · M3 16GB Q8_0 ~12 32%
iMac · M3 24GB Q8_0 ~12 22%
MacBook Air · M1 8GB Q8_0 ~8 65%
MacBook Air · M1 16GB Q8_0 ~8 32%
Mac mini · M1 8GB Q8_0 ~8 65%
Mac mini · M1 16GB Q8_0 ~8 32%
iMac · M1 8GB Q8_0 ~8 65%
iMac · M1 16GB Q8_0 ~8 32%

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