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zeta 2.1

General model by zed-industries · 8.25B 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

zeta 2.1 fits comfortably in your 24 GB Mac using Q8_0 quantization, using 40% of your RAM.

~19 tok/s

Q8_0 · 9.7 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 9.7 GB~19 tok/s✓
Q6_K 7.6 GB~26 tok/s✓
Q5_K_M 6.7 GB~30 tok/s✓
Q4_K_M 5.8 GB~35 tok/s✓
Q3_K_M 5.0 GB~43 tok/s✓
Q2_K 4.1 GB~55 tok/s✓

Specifications

Parameters8.3B
Architecturellama
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM4.6 GB
HuggingFace Downloads1,211

GGUF Sources

mradermacher
View on HuggingFace →

Which Mac Can Run zeta 2.1?

Minimum Mac

MacBook Pro 14" — M1 Pro 16GB

Q8_0 · ~13 tok/s · 61% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~52 10%
Mac Studio · M3 Ultra 256GB Q8_0 ~52 4%
Mac Studio · M3 Ultra 512GB Q8_0 ~52 2%
Mac Studio · M1 Ultra 64GB Q8_0 ~51 15%
Mac Studio · M1 Ultra 128GB Q8_0 ~51 8%
Mac Studio · M2 Ultra 64GB Q8_0 ~51 15%
Mac Studio · M2 Ultra 128GB Q8_0 ~51 8%
Mac Studio · M2 Ultra 192GB Q8_0 ~51 5%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~39 27%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~39 20%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~39 15%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~39 8%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~39 27%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~39 20%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~39 15%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~39 8%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~35 27%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~35 20%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~35 15%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~35 8%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~35 27%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~35 20%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~35 15%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~35 8%
Mac Studio · M4 Max 36GB Q8_0 ~35 27%
Mac Studio · M4 Max 48GB Q8_0 ~35 20%
Mac Studio · M4 Max 64GB Q8_0 ~35 15%
Mac Studio · M4 Max 128GB Q8_0 ~35 8%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~25 30%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~25 15%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~25 30%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~25 15%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~25 10%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~25 27%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~25 20%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~25 15%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~25 10%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~25 8%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~25 30%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~25 15%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~25 30%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~25 15%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~25 10%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~25 27%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~25 20%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~25 15%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~25 10%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~25 8%
Mac Studio · M1 Max 32GB Q8_0 ~25 30%
Mac Studio · M1 Max 64GB Q8_0 ~25 15%
Mac Studio · M2 Max 32GB Q8_0 ~25 30%
Mac Studio · M2 Max 64GB Q8_0 ~25 15%
Mac Studio · M2 Max 96GB Q8_0 ~25 10%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~19 40%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~19 20%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~19 15%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~19 40%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~19 20%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~19 15%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~17 40%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~17 20%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~17 40%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~17 20%
Mac mini · M4 Pro 24GB Q8_0 ~17 40%
Mac mini · M4 Pro 48GB Q8_0 ~17 20%
Mac mini · M4 Pro 64GB Q8_0 ~17 15%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~13 61%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~13 30%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~13 61%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~13 30%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~13 61%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~13 30%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~13 61%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~13 30%
Mac mini · M2 Pro 16GB Q8_0 ~13 61%
Mac mini · M2 Pro 32GB Q8_0 ~13 30%
MacBook Air · M5 16GB Q8_0 ~10 61%
MacBook Air · M5 24GB Q8_0 ~10 40%
MacBook Air · M5 32GB Q8_0 ~10 30%
MacBook Pro 14" · M5 16GB Q8_0 ~10 61%
MacBook Pro 14" · M5 24GB Q8_0 ~10 40%
MacBook Pro 14" · M5 32GB Q8_0 ~10 30%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~10 54%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~10 27%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~10 54%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~10 27%
MacBook Air · M4 16GB Q8_0 ~8 61%
MacBook Air · M4 24GB Q8_0 ~8 40%
MacBook Air · M4 32GB Q8_0 ~8 30%
MacBook Pro 14" · M4 16GB Q8_0 ~8 61%
MacBook Pro 14" · M4 24GB Q8_0 ~8 40%
MacBook Pro 14" · M4 32GB Q8_0 ~8 30%
Mac mini · M4 16GB Q8_0 ~8 61%
Mac mini · M4 24GB Q8_0 ~8 40%
Mac mini · M4 32GB Q8_0 ~8 30%
iMac · M4 16GB Q8_0 ~8 61%
iMac · M4 24GB Q8_0 ~8 40%
iMac · M4 32GB Q8_0 ~8 30%
MacBook Air · M2 16GB Q8_0 ~6 61%
MacBook Air · M2 24GB Q8_0 ~6 40%
MacBook Air · M3 16GB Q8_0 ~6 61%
MacBook Air · M3 24GB Q8_0 ~6 40%
MacBook Pro 14" · M3 16GB Q8_0 ~6 61%
MacBook Pro 14" · M3 24GB Q8_0 ~6 40%
Mac mini · M2 16GB Q8_0 ~6 61%
Mac mini · M2 24GB Q8_0 ~6 40%
iMac · M3 16GB Q8_0 ~6 61%
iMac · M3 24GB Q8_0 ~6 40%
MacBook Air · M1 16GB Q8_0 ~4 61%
Mac mini · M1 16GB Q8_0 ~4 61%
iMac · M1 16GB Q8_0 ~4 61%
MacBook Air · M2 8GB Q4_K_M ~11 73%
MacBook Air · M3 8GB Q4_K_M ~11 73%
MacBook Pro 14" · M3 8GB Q4_K_M ~11 73%
Mac mini · M2 8GB Q4_K_M ~11 73%
iMac · M3 8GB Q4_K_M ~11 73%
MacBook Air · M1 8GB Q4_K_M ~8 73%
Mac mini · M1 8GB Q4_K_M ~8 73%
iMac · M1 8GB Q4_K_M ~8 73%

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