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Zamba2 1.2B instruct

Chat model by zyphra · 1.22B parameters

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

Runs Excellently

Zamba2 1.2B instruct fits comfortably in your 24 GB Mac using Q8_0 quantization, using 8% of your RAM.

~132 tok/s

Q8_0 · 1.9 GB

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 1.9 GB~132 tok/s✓
Q6_K 1.6 GB~173 tok/s✓
Q5_K_M 1.4 GB~204 tok/s✓
Q4_K_M 1.3 GB~239 tok/s✓
Q3_K_M 1.2 GB~288 tok/s✓
Q2_K 1.0 GB~374 tok/s✓

Specifications

Parameters1.2B
Architecturezamba2
Context Length4K
CategoryChat
Formatgguf
Minimum RAM1 GB
HuggingFace Downloads87,375
View on HuggingFace →

Which Mac Can Run Zamba2 1.2B instruct?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~43 tok/s · 23% RAM

MacQuanttok/sRAM %
MacBook Pro 16" · M6 Ultra 192GB Q8_0 ~791 1%
MacBook Pro 16" · M6 Ultra 256GB Q8_0 ~791 1%
MacBook Pro 16" · M6 Ultra 384GB Q8_0 ~791 0%
Mac Studio · M6 Ultra 192GB Q8_0 ~791 1%
Mac Studio · M6 Ultra 256GB Q8_0 ~791 1%
Mac Studio · M6 Ultra 384GB Q8_0 ~791 0%
Mac Studio · M5 Ultra 128GB Q8_0 ~527 1%
Mac Studio · M5 Ultra 192GB Q8_0 ~527 1%
Mac Studio · M5 Ultra 256GB Q8_0 ~527 1%
MacBook Pro 14" · M6 Max 48GB Q8_0 ~395 4%
MacBook Pro 14" · M6 Max 64GB Q8_0 ~395 3%
MacBook Pro 14" · M6 Max 128GB Q8_0 ~395 1%
MacBook Pro 14" · M6 Max 192GB Q8_0 ~395 1%
MacBook Pro 16" · M6 Max 48GB Q8_0 ~395 4%
MacBook Pro 16" · M6 Max 64GB Q8_0 ~395 3%
MacBook Pro 16" · M6 Max 128GB Q8_0 ~395 1%
MacBook Pro 16" · M6 Max 192GB Q8_0 ~395 1%
Mac Studio · M6 Max 48GB Q8_0 ~395 4%
Mac Studio · M6 Max 64GB Q8_0 ~395 3%
Mac Studio · M6 Max 128GB Q8_0 ~395 1%
Mac Studio · M6 Max 192GB Q8_0 ~395 1%
Mac Studio · M1 Ultra 64GB Q8_0 ~343 3%
Mac Studio · M1 Ultra 128GB Q8_0 ~343 1%
Mac Studio · M2 Ultra 64GB Q8_0 ~343 3%
Mac Studio · M2 Ultra 96GB Q8_0 ~343 2%
Mac Studio · M2 Ultra 128GB Q8_0 ~343 1%
Mac Studio · M2 Ultra 192GB Q8_0 ~343 1%
Mac Studio · M3 Ultra 96GB Q8_0 ~343 2%
Mac Studio · M3 Ultra 192GB Q8_0 ~343 1%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~264 5%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~264 4%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~264 3%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~264 1%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~264 5%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~264 4%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~264 3%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~264 1%
Mac Studio · M5 Max 36GB Q8_0 ~264 5%
Mac Studio · M5 Max 64GB Q8_0 ~264 3%
Mac Studio · M5 Max 128GB Q8_0 ~264 1%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~234 5%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~234 4%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~234 3%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~234 1%
Mac Studio · M4 Max 36GB Q8_0 ~234 5%
Mac Studio · M4 Max 64GB Q8_0 ~234 3%
Mac Studio · M4 Max 128GB Q8_0 ~234 1%
MacBook Pro 14" · M6 Pro 24GB Q8_0 ~176 8%
MacBook Pro 14" · M6 Pro 48GB Q8_0 ~176 4%
MacBook Pro 14" · M6 Pro 64GB Q8_0 ~176 3%
MacBook Pro 16" · M6 Pro 24GB Q8_0 ~176 8%
MacBook Pro 16" · M6 Pro 48GB Q8_0 ~176 4%
MacBook Pro 16" · M6 Pro 64GB Q8_0 ~176 3%
Mac Mini · M6 Pro 24GB Q8_0 ~176 8%
Mac Mini · M6 Pro 48GB Q8_0 ~176 4%
Mac Mini · M6 Pro 64GB Q8_0 ~176 3%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~172 6%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~172 3%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~172 6%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~172 3%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~172 2%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~172 5%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~172 4%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~172 3%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~172 2%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~172 1%
Mac Studio · M1 Max 32GB Q8_0 ~172 6%
Mac Studio · M1 Max 64GB Q8_0 ~172 3%
Mac Studio · M2 Max 32GB Q8_0 ~172 6%
Mac Studio · M2 Max 64GB Q8_0 ~172 3%
Mac Studio · M2 Max 96GB Q8_0 ~172 2%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~132 8%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~132 4%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~132 3%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~132 8%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~132 4%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~117 8%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~117 4%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~117 8%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~117 4%
Mac Mini · M4 Pro 24GB Q8_0 ~117 8%
Mac Mini · M4 Pro 48GB Q8_0 ~117 4%
MacBook Air · M6 16GB Q8_0 ~88 12%
MacBook Air · M6 24GB Q8_0 ~88 8%
MacBook Air · M6 32GB Q8_0 ~88 6%
MacBook Pro 14" · M6 16GB Q8_0 ~88 12%
MacBook Pro 14" · M6 24GB Q8_0 ~88 8%
MacBook Pro 14" · M6 32GB Q8_0 ~88 6%
Mac Mini · M6 16GB Q8_0 ~88 12%
Mac Mini · M6 24GB Q8_0 ~88 8%
Mac Mini · M6 32GB Q8_0 ~88 6%
iMac · M6 16GB Q8_0 ~88 12%
iMac · M6 24GB Q8_0 ~88 8%
iMac · M6 32GB Q8_0 ~88 6%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~86 12%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~86 6%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~86 12%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~86 6%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~86 12%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~86 6%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~86 12%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~86 6%
Mac Mini · M2 Pro 16GB Q8_0 ~86 12%
Mac Mini · M2 Pro 32GB Q8_0 ~86 6%
MacBook Air · M5 16GB Q8_0 ~66 12%
MacBook Air · M5 24GB Q8_0 ~66 8%
MacBook Air · M5 32GB Q8_0 ~66 6%
MacBook Pro 14" · M5 16GB Q8_0 ~66 12%
MacBook Pro 14" · M5 24GB Q8_0 ~66 8%
MacBook Pro 14" · M5 32GB Q8_0 ~66 6%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~64 10%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~64 5%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~64 10%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~64 5%
MacBook Air · M4 16GB Q8_0 ~52 12%
MacBook Air · M4 24GB Q8_0 ~52 8%
MacBook Air · M4 32GB Q8_0 ~52 6%
Mac Mini · M4 16GB Q8_0 ~52 12%
Mac Mini · M4 24GB Q8_0 ~52 8%
Mac Mini · M4 32GB Q8_0 ~52 6%
iMac · M4 16GB Q8_0 ~52 12%
iMac · M4 24GB Q8_0 ~52 8%
iMac · M4 32GB Q8_0 ~52 6%
MacBook Air · M2 8GB Q8_0 ~43 23%
MacBook Air · M2 16GB Q8_0 ~43 12%
MacBook Air · M2 24GB Q8_0 ~43 8%
MacBook Air · M3 8GB Q8_0 ~43 23%
MacBook Air · M3 16GB Q8_0 ~43 12%
MacBook Air · M3 24GB Q8_0 ~43 8%
Mac Mini · M2 8GB Q8_0 ~43 23%
Mac Mini · M2 16GB Q8_0 ~43 12%
Mac Mini · M2 24GB Q8_0 ~43 8%
iMac · M3 8GB Q8_0 ~43 23%
iMac · M3 16GB Q8_0 ~43 12%
iMac · M3 24GB Q8_0 ~43 8%
MacBook Air · M1 8GB Q8_0 ~29 23%
MacBook Air · M1 16GB Q8_0 ~29 12%
Mac Mini · M1 8GB Q8_0 ~29 23%
Mac Mini · M1 16GB Q8_0 ~29 12%
iMac · M1 8GB Q8_0 ~29 23%
iMac · M1 16GB Q8_0 ~29 12%

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