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libra v1.0 3b

General model by x-izhang · 3.25B 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, Mac mini M5 Pro

Runs Excellently

libra v1.0 3b fits comfortably in your 24 GB Mac using Q8_0 quantization, using 17% of your RAM.

~49tok/s
Q8_04.1 GBEstimated
Run it now. Download free No account, no caps, no terminal.

Specifications

Parameters3.3B
Architecturelibra
Context Length4.2M
CategoryGeneral
Formatgguf
Minimum RAM1.8 GB
HuggingFace Downloads40,683
View on HuggingFace →

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 4.1 GB~49 tok/s✓
Q6_K 3.3 GB~65 tok/s✓
Q5_K_M 2.9 GB~76 tok/s✓
Q4_K_M 2.6 GB~90 tok/s✓
Q3_K_M 2.3 GB~108 tok/s✓
Q2_K 1.9 GB~140 tok/s✓

Which Mac Can Run libra v1.0 3b?

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 · ~16 tok/s · 52% RAM

MacQuanttok/sRAM %
Mac Studio · M5 Ultra 96GB Q8_0 ~198 4%
Mac Studio · M5 Ultra 256GB Q8_0 ~198 2%
Mac Studio · M5 Ultra 512GB Q8_0 ~198 1%
Mac Studio · M3 Ultra 96GB Q8_0 ~132 4%
Mac Studio · M3 Ultra 256GB Q8_0 ~132 2%
Mac Studio · M3 Ultra 512GB Q8_0 ~132 1%
Mac Studio · M1 Ultra 64GB Q8_0 ~129 6%
Mac Studio · M1 Ultra 128GB Q8_0 ~129 3%
Mac Studio · M2 Ultra 64GB Q8_0 ~129 6%
Mac Studio · M2 Ultra 128GB Q8_0 ~129 3%
Mac Studio · M2 Ultra 192GB Q8_0 ~129 2%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~99 11%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~99 9%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~99 6%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~99 3%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~99 11%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~99 9%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~99 6%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~99 3%
Mac Studio · M5 Max 36GB Q8_0 ~99 11%
Mac Studio · M5 Max 48GB Q8_0 ~99 9%
Mac Studio · M5 Max 64GB Q8_0 ~99 6%
Mac Studio · M5 Max 128GB Q8_0 ~99 3%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~88 11%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~88 9%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~88 6%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~88 3%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~88 11%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~88 9%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~88 6%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~88 3%
Mac Studio · M4 Max 36GB Q8_0 ~88 11%
Mac Studio · M4 Max 48GB Q8_0 ~88 9%
Mac Studio · M4 Max 64GB Q8_0 ~88 6%
Mac Studio · M4 Max 128GB Q8_0 ~88 3%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~64 13%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~64 6%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~64 13%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~64 6%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~64 4%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~64 11%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~64 9%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~64 6%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~64 4%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~64 3%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~64 13%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~64 6%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~64 13%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~64 6%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~64 4%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~64 11%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~64 9%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~64 6%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~64 4%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~64 3%
Mac Studio · M1 Max 32GB Q8_0 ~64 13%
Mac Studio · M1 Max 64GB Q8_0 ~64 6%
Mac Studio · M2 Max 32GB Q8_0 ~64 13%
Mac Studio · M2 Max 64GB Q8_0 ~64 6%
Mac Studio · M2 Max 96GB Q8_0 ~64 4%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~49 17%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~49 9%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~49 6%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~49 17%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~49 9%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~49 6%
Mac mini · M5 Pro 24GB Q8_0 ~49 17%
Mac mini · M5 Pro 48GB Q8_0 ~49 9%
Mac mini · M5 Pro 64GB Q8_0 ~49 6%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~44 17%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~44 9%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~44 17%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~44 9%
Mac mini · M4 Pro 24GB Q8_0 ~44 17%
Mac mini · M4 Pro 48GB Q8_0 ~44 9%
Mac mini · M4 Pro 64GB Q8_0 ~44 6%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~32 26%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~32 13%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~32 26%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~32 13%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~32 26%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~32 13%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~32 26%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~32 13%
Mac mini · M2 Pro 16GB Q8_0 ~32 26%
Mac mini · M2 Pro 32GB Q8_0 ~32 13%
Mac mini · M6 16GB Q8_0 ~27 26%
Mac mini · M6 24GB Q8_0 ~27 17%
Mac mini · M6 32GB Q8_0 ~27 13%
MacBook Air · M5 16GB Q8_0 ~25 26%
MacBook Air · M5 24GB Q8_0 ~25 17%
MacBook Air · M5 32GB Q8_0 ~25 13%
MacBook Pro 14" · M5 16GB Q8_0 ~25 26%
MacBook Pro 14" · M5 24GB Q8_0 ~25 17%
MacBook Pro 14" · M5 32GB Q8_0 ~25 13%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~24 23%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~24 11%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~24 23%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~24 11%
MacBook Air · M4 16GB Q8_0 ~19 26%
MacBook Air · M4 24GB Q8_0 ~19 17%
MacBook Air · M4 32GB Q8_0 ~19 13%
MacBook Pro 14" · M4 16GB Q8_0 ~19 26%
MacBook Pro 14" · M4 24GB Q8_0 ~19 17%
MacBook Pro 14" · M4 32GB Q8_0 ~19 13%
Mac mini · M4 16GB Q8_0 ~19 26%
Mac mini · M4 24GB Q8_0 ~19 17%
Mac mini · M4 32GB Q8_0 ~19 13%
iMac · M4 16GB Q8_0 ~19 26%
iMac · M4 24GB Q8_0 ~19 17%
iMac · M4 32GB Q8_0 ~19 13%
MacBook Air · M2 8GB Q8_0 ~16 52%
MacBook Air · M2 16GB Q8_0 ~16 26%
MacBook Air · M2 24GB Q8_0 ~16 17%
MacBook Air · M3 8GB Q8_0 ~16 52%
MacBook Air · M3 16GB Q8_0 ~16 26%
MacBook Air · M3 24GB Q8_0 ~16 17%
MacBook Pro 14" · M3 8GB Q8_0 ~16 52%
MacBook Pro 14" · M3 16GB Q8_0 ~16 26%
MacBook Pro 14" · M3 24GB Q8_0 ~16 17%
Mac mini · M2 8GB Q8_0 ~16 52%
Mac mini · M2 16GB Q8_0 ~16 26%
Mac mini · M2 24GB Q8_0 ~16 17%
iMac · M3 8GB Q8_0 ~16 52%
iMac · M3 16GB Q8_0 ~16 26%
iMac · M3 24GB Q8_0 ~16 17%
MacBook Air · M1 8GB Q8_0 ~11 52%
MacBook Air · M1 16GB Q8_0 ~11 26%
Mac mini · M1 8GB Q8_0 ~11 52%
Mac mini · M1 16GB Q8_0 ~11 26%
iMac · M1 8GB Q8_0 ~11 52%
iMac · M1 16GB Q8_0 ~11 26%

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