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Zamba2 1.2B instruct

Chat model by zyphra · 1.2B parameters · Released 2024-09-19

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

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

~134tok/s
Q8_01.8 GBEstimated
Run it now. Download free No account, no caps, no terminal.

Specifications

Parameters1.2B
Architecturezamba2
Context Length4K
CategoryChat
Formatgguf
Minimum RAM1 GB
Licenseapache-2.0
HuggingFace Downloads386,532
View on HuggingFace →

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 1.8 GB~134 tok/s✓
Q6_K 1.5 GB~176 tok/s✓
Q5_K_M 1.4 GB~207 tok/s✓
Q4_K_M 1.3 GB~243 tok/s✓
Q3_K_M 1.2 GB~293 tok/s✓
Q2_K 1.0 GB~380 tok/s✓

Which Mac Can Run Zamba2 1.2B instruct?

Affiliate disclosure: the shop icons in this table are Amazon affiliate links. As an Amazon Associate, ModelPiper earns from qualifying purchases. Every fit rating, quantization and tok/s figure below is computed from the hardware specs and is not influenced by that.

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~44 tok/s · 23% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~358 2%
Mac Studio · M3 Ultra 256GB Q8_0 ~358 1%
Mac Studio · M3 Ultra 512GB Q8_0 ~358 0%
Mac Studio · M1 Ultra 64GB Q8_0 ~349 3%
Mac Studio · M1 Ultra 128GB Q8_0 ~349 1%
Mac Studio · M2 Ultra 64GB Q8_0 ~349 3%
Mac Studio · M2 Ultra 128GB Q8_0 ~349 1%
Mac Studio · M2 Ultra 192GB Q8_0 ~349 1%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~268 5%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~268 4%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~268 3%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~268 1%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~268 5%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~268 4%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~268 3%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~268 1%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~238 5%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~238 4%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~238 3%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~238 1%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~238 5%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~238 4%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~238 3%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~238 1%
Mac Studio · M4 Max 36GB Q8_0 ~238 5%
Mac Studio · M4 Max 48GB Q8_0 ~238 4%
Mac Studio · M4 Max 64GB Q8_0 ~238 3%
Mac Studio · M4 Max 128GB Q8_0 ~238 1%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~175 6%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~175 3%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~175 6%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~175 3%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~175 2%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~175 5%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~175 4%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~175 3%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~175 2%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~175 1%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~175 6%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~175 3%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~175 6%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~175 3%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~175 2%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~175 5%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~175 4%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~175 3%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~175 2%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~175 1%
Mac Studio · M1 Max 32GB Q8_0 ~175 6%
Mac Studio · M1 Max 64GB Q8_0 ~175 3%
Mac Studio · M2 Max 32GB Q8_0 ~175 6%
Mac Studio · M2 Max 64GB Q8_0 ~175 3%
Mac Studio · M2 Max 96GB Q8_0 ~175 2%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~134 8%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~134 4%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~134 3%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~134 8%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~134 4%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~134 3%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~119 8%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~119 4%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~119 8%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~119 4%
Mac mini · M4 Pro 24GB Q8_0 ~119 8%
Mac mini · M4 Pro 48GB Q8_0 ~119 4%
Mac mini · M4 Pro 64GB Q8_0 ~119 3%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~87 11%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~87 6%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~87 11%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~87 6%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~87 11%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~87 6%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~87 11%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~87 6%
Mac mini · M2 Pro 16GB Q8_0 ~87 11%
Mac mini · M2 Pro 32GB Q8_0 ~87 6%
MacBook Air · M5 16GB Q8_0 ~67 11%
MacBook Air · M5 24GB Q8_0 ~67 8%
MacBook Air · M5 32GB Q8_0 ~67 6%
MacBook Pro 14" · M5 16GB Q8_0 ~67 11%
MacBook Pro 14" · M5 24GB Q8_0 ~67 8%
MacBook Pro 14" · M5 32GB Q8_0 ~67 6%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~65 10%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~65 5%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~65 10%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~65 5%
MacBook Air · M4 16GB Q8_0 ~52 11%
MacBook Air · M4 24GB Q8_0 ~52 8%
MacBook Air · M4 32GB Q8_0 ~52 6%
MacBook Pro 14" · M4 16GB Q8_0 ~52 11%
MacBook Pro 14" · M4 24GB Q8_0 ~52 8%
MacBook Pro 14" · M4 32GB Q8_0 ~52 6%
Mac mini · M4 16GB Q8_0 ~52 11%
Mac mini · M4 24GB Q8_0 ~52 8%
Mac mini · M4 32GB Q8_0 ~52 6%
iMac · M4 16GB Q8_0 ~52 11%
iMac · M4 24GB Q8_0 ~52 8%
iMac · M4 32GB Q8_0 ~52 6%
MacBook Air · M2 8GB Q8_0 ~44 23%
MacBook Air · M2 16GB Q8_0 ~44 11%
MacBook Air · M2 24GB Q8_0 ~44 8%
MacBook Air · M3 8GB Q8_0 ~44 23%
MacBook Air · M3 16GB Q8_0 ~44 11%
MacBook Air · M3 24GB Q8_0 ~44 8%
MacBook Pro 14" · M3 8GB Q8_0 ~44 23%
MacBook Pro 14" · M3 16GB Q8_0 ~44 11%
MacBook Pro 14" · M3 24GB Q8_0 ~44 8%
Mac mini · M2 8GB Q8_0 ~44 23%
Mac mini · M2 16GB Q8_0 ~44 11%
Mac mini · M2 24GB Q8_0 ~44 8%
iMac · M3 8GB Q8_0 ~44 23%
iMac · M3 16GB Q8_0 ~44 11%
iMac · M3 24GB Q8_0 ~44 8%
MacBook Air · M1 8GB Q8_0 ~30 23%
MacBook Air · M1 16GB Q8_0 ~30 11%
Mac mini · M1 8GB Q8_0 ~30 23%
Mac mini · M1 16GB Q8_0 ~30 11%
iMac · M1 8GB Q8_0 ~30 23%
iMac · M1 16GB Q8_0 ~30 11%

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