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bigstral 12b 32k

General model by abacusai · 12.48B 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

bigstral 12b 32k fits comfortably in your 24 GB Mac using Q8_0 quantization, using 60% of your RAM.

~13tok/s
Q8_014.4 GBEstimated
Run it now. Download free No account, no caps, no terminal.

Specifications

Parameters12.5B
Architecturemistral
Context Length33K
CategoryGeneral
Formatgguf
Minimum RAM7 GB
HuggingFace Downloads8,221

GGUF Sources

mradermacher
View on HuggingFace →

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 14.4 GB~13 tok/s✓
Q6_K 11.3 GB~17 tok/s✓
Q5_K_M 9.8 GB~20 tok/s✓
Q4_K_M 8.6 GB~23 tok/s✓
Q3_K_M 7.3 GB~28 tok/s✓
Q2_K 5.9 GB~37 tok/s✓

Which Mac Can Run bigstral 12b 32k?

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 Pro 14" — M1 Pro 16GB

Q6_K · ~11 tok/s · 71% RAM

MacQuanttok/sRAM %
Mac Studio · M5 Ultra 96GB Q8_0 ~52 15%
Mac Studio · M5 Ultra 256GB Q8_0 ~52 6%
Mac Studio · M5 Ultra 512GB Q8_0 ~52 3%
Mac Studio · M3 Ultra 96GB Q8_0 ~34 15%
Mac Studio · M3 Ultra 256GB Q8_0 ~34 6%
Mac Studio · M3 Ultra 512GB Q8_0 ~34 3%
Mac Studio · M1 Ultra 64GB Q8_0 ~34 23%
Mac Studio · M1 Ultra 128GB Q8_0 ~34 11%
Mac Studio · M2 Ultra 64GB Q8_0 ~34 23%
Mac Studio · M2 Ultra 128GB Q8_0 ~34 11%
Mac Studio · M2 Ultra 192GB Q8_0 ~34 8%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~26 40%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~26 30%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~26 23%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~26 11%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~26 40%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~26 30%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~26 23%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~26 11%
Mac Studio · M5 Max 36GB Q8_0 ~26 40%
Mac Studio · M5 Max 48GB Q8_0 ~26 30%
Mac Studio · M5 Max 64GB Q8_0 ~26 23%
Mac Studio · M5 Max 128GB Q8_0 ~26 11%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~23 40%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~23 30%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~23 23%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~23 11%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~23 40%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~23 30%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~23 23%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~23 11%
Mac Studio · M4 Max 36GB Q8_0 ~23 40%
Mac Studio · M4 Max 48GB Q8_0 ~23 30%
Mac Studio · M4 Max 64GB Q8_0 ~23 23%
Mac Studio · M4 Max 128GB Q8_0 ~23 11%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~17 45%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~17 23%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~17 45%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~17 23%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~17 15%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~17 40%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~17 30%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~17 23%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~17 15%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~17 11%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~17 45%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~17 23%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~17 45%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~17 23%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~17 15%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~17 40%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~17 30%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~17 23%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~17 15%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~17 11%
Mac Studio · M1 Max 32GB Q8_0 ~17 45%
Mac Studio · M1 Max 64GB Q8_0 ~17 23%
Mac Studio · M2 Max 32GB Q8_0 ~17 45%
Mac Studio · M2 Max 64GB Q8_0 ~17 23%
Mac Studio · M2 Max 96GB Q8_0 ~17 15%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~13 60%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~13 30%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~13 23%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~13 60%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~13 30%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~13 23%
Mac mini · M5 Pro 24GB Q8_0 ~13 60%
Mac mini · M5 Pro 48GB Q8_0 ~13 30%
Mac mini · M5 Pro 64GB Q8_0 ~13 23%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~11 60%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~11 30%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~11 60%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~11 30%
Mac mini · M4 Pro 24GB Q8_0 ~11 60%
Mac mini · M4 Pro 48GB Q8_0 ~11 30%
Mac mini · M4 Pro 64GB Q8_0 ~11 23%
MacBook Pro 14" · M1 Pro 16GB Q6_K ~11 71%
MacBook Pro 14" · M2 Pro 16GB Q6_K ~11 71%
MacBook Pro 16" · M1 Pro 16GB Q6_K ~11 71%
MacBook Pro 16" · M2 Pro 16GB Q6_K ~11 71%
Mac mini · M2 Pro 16GB Q6_K ~11 71%
Mac mini · M6 16GB Q6_K ~9 71%
MacBook Air · M5 16GB Q6_K ~8 71%
MacBook Pro 14" · M5 16GB Q6_K ~8 71%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~8 45%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~8 45%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~8 45%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~8 45%
Mac mini · M2 Pro 32GB Q8_0 ~8 45%
Mac mini · M6 24GB Q8_0 ~7 60%
Mac mini · M6 32GB Q8_0 ~7 45%
MacBook Air · M4 16GB Q6_K ~7 71%
MacBook Pro 14" · M4 16GB Q6_K ~7 71%
Mac mini · M4 16GB Q6_K ~7 71%
iMac · M4 16GB Q6_K ~7 71%
MacBook Air · M5 24GB Q8_0 ~6 60%
MacBook Air · M5 32GB Q8_0 ~6 45%
MacBook Pro 14" · M5 24GB Q8_0 ~6 60%
MacBook Pro 14" · M5 32GB Q8_0 ~6 45%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~6 80%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~6 40%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~6 80%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~6 40%
MacBook Air · M2 16GB Q6_K ~6 71%
MacBook Air · M3 16GB Q6_K ~6 71%
MacBook Pro 14" · M3 16GB Q6_K ~6 71%
Mac mini · M2 16GB Q6_K ~6 71%
iMac · M3 16GB Q6_K ~6 71%
MacBook Air · M4 24GB Q8_0 ~5 60%
MacBook Air · M4 32GB Q8_0 ~5 45%
MacBook Pro 14" · M4 24GB Q8_0 ~5 60%
MacBook Pro 14" · M4 32GB Q8_0 ~5 45%
Mac mini · M4 24GB Q8_0 ~5 60%
Mac mini · M4 32GB Q8_0 ~5 45%
iMac · M4 24GB Q8_0 ~5 60%
iMac · M4 32GB Q8_0 ~5 45%
MacBook Air · M2 24GB Q8_0 ~4 60%
MacBook Air · M3 24GB Q8_0 ~4 60%
MacBook Pro 14" · M3 24GB Q8_0 ~4 60%
Mac mini · M2 24GB Q8_0 ~4 60%
iMac · M3 24GB Q8_0 ~4 60%
MacBook Air · M1 16GB Q6_K ~4 71%
Mac mini · M1 16GB Q6_K ~4 71%
iMac · M1 16GB Q6_K ~4 71%
MacBook Air · M2 8GB Q2_K ~12 74%
MacBook Air · M3 8GB Q2_K ~12 74%
MacBook Pro 14" · M3 8GB Q2_K ~12 74%
Mac mini · M2 8GB Q2_K ~12 74%
iMac · M3 8GB Q2_K ~12 74%
MacBook Air · M1 8GB Q2_K ~8 74%
Mac mini · M1 8GB Q2_K ~8 74%
iMac · M1 8GB Q2_K ~8 74%

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