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StdMoE_1b14b_1T_Preanneal

General model by allenai · 13.57B parameters · Released 2026-05-05

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

StdMoE_1b14b_1T_Preanneal fits comfortably in your 24 GB Mac using Q8_0 quantization, using 65% of your RAM.

~12tok/s
Q8_015.6 GBEstimated
Run it now. Download free No account, no caps, no terminal.

Specifications

Parameters13.6B
Architectureemo
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM7.6 GB
Licenseapache-2.0
HuggingFace Downloads206
View on HuggingFace →

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 15.6 GB~12 tok/s✓
Q6_K 12.2 GB~16 tok/s✓
Q5_K_M 10.6 GB~18 tok/s✓
Q4_K_M 9.3 GB~21 tok/s✓
Q3_K_M 7.9 GB~26 tok/s✓
Q2_K 6.4 GB~34 tok/s✓

Which Mac Can Run StdMoE_1b14b_1T_Preanneal?

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 · ~10 tok/s · 77% RAM

MacQuanttok/sRAM %
Mac Studio · M5 Ultra 96GB Q8_0 ~47 16%
Mac Studio · M5 Ultra 256GB Q8_0 ~47 6%
Mac Studio · M5 Ultra 512GB Q8_0 ~47 3%
Mac Studio · M3 Ultra 96GB Q8_0 ~32 16%
Mac Studio · M3 Ultra 256GB Q8_0 ~32 6%
Mac Studio · M3 Ultra 512GB Q8_0 ~32 3%
Mac Studio · M1 Ultra 64GB Q8_0 ~31 24%
Mac Studio · M1 Ultra 128GB Q8_0 ~31 12%
Mac Studio · M2 Ultra 64GB Q8_0 ~31 24%
Mac Studio · M2 Ultra 128GB Q8_0 ~31 12%
Mac Studio · M2 Ultra 192GB Q8_0 ~31 8%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~24 43%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~24 33%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~24 24%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~24 12%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~24 43%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~24 33%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~24 24%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~24 12%
Mac Studio · M5 Max 36GB Q8_0 ~24 43%
Mac Studio · M5 Max 48GB Q8_0 ~24 33%
Mac Studio · M5 Max 64GB Q8_0 ~24 24%
Mac Studio · M5 Max 128GB Q8_0 ~24 12%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~21 43%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~21 33%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~21 24%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~21 12%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~21 43%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~21 33%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~21 24%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~21 12%
Mac Studio · M4 Max 36GB Q8_0 ~21 43%
Mac Studio · M4 Max 48GB Q8_0 ~21 33%
Mac Studio · M4 Max 64GB Q8_0 ~21 24%
Mac Studio · M4 Max 128GB Q8_0 ~21 12%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~15 49%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~15 24%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~15 49%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~15 24%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~15 16%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~15 43%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~15 33%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~15 24%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~15 16%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~15 12%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~15 49%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~15 24%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~15 49%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~15 24%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~15 16%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~15 43%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~15 33%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~15 24%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~15 16%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~15 12%
Mac Studio · M1 Max 32GB Q8_0 ~15 49%
Mac Studio · M1 Max 64GB Q8_0 ~15 24%
Mac Studio · M2 Max 32GB Q8_0 ~15 49%
Mac Studio · M2 Max 64GB Q8_0 ~15 24%
Mac Studio · M2 Max 96GB Q8_0 ~15 16%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~12 65%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~12 33%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~12 24%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~12 65%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~12 33%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~12 24%
Mac mini · M5 Pro 24GB Q8_0 ~12 65%
Mac mini · M5 Pro 48GB Q8_0 ~12 33%
Mac mini · M5 Pro 64GB Q8_0 ~12 24%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~11 65%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~11 33%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~11 65%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~11 33%
Mac mini · M4 Pro 24GB Q8_0 ~11 65%
Mac mini · M4 Pro 48GB Q8_0 ~11 33%
Mac mini · M4 Pro 64GB Q8_0 ~11 24%
MacBook Pro 14" · M1 Pro 16GB Q6_K ~10 77%
MacBook Pro 14" · M2 Pro 16GB Q6_K ~10 77%
MacBook Pro 16" · M1 Pro 16GB Q6_K ~10 77%
MacBook Pro 16" · M2 Pro 16GB Q6_K ~10 77%
Mac mini · M2 Pro 16GB Q6_K ~10 77%
Mac mini · M6 16GB Q6_K ~9 77%
MacBook Air · M5 16GB Q6_K ~8 77%
MacBook Pro 14" · M5 16GB Q6_K ~8 77%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~8 49%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~8 49%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~8 49%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~8 49%
Mac mini · M2 Pro 32GB Q8_0 ~8 49%
MacBook Pro 14" · M3 Pro 18GB Q6_K ~8 68%
MacBook Pro 16" · M3 Pro 18GB Q6_K ~8 68%
Mac mini · M6 24GB Q8_0 ~7 65%
Mac mini · M6 32GB Q8_0 ~7 49%
MacBook Air · M4 16GB Q6_K ~6 77%
MacBook Pro 14" · M4 16GB Q6_K ~6 77%
Mac mini · M4 16GB Q6_K ~6 77%
iMac · M4 16GB Q6_K ~6 77%
MacBook Air · M5 24GB Q8_0 ~6 65%
MacBook Air · M5 32GB Q8_0 ~6 49%
MacBook Pro 14" · M5 24GB Q8_0 ~6 65%
MacBook Pro 14" · M5 32GB Q8_0 ~6 49%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~6 43%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~6 43%
MacBook Air · M2 16GB Q6_K ~5 77%
MacBook Air · M3 16GB Q6_K ~5 77%
MacBook Pro 14" · M3 16GB Q6_K ~5 77%
Mac mini · M2 16GB Q6_K ~5 77%
iMac · M3 16GB Q6_K ~5 77%
MacBook Air · M4 24GB Q8_0 ~5 65%
MacBook Air · M4 32GB Q8_0 ~5 49%
MacBook Pro 14" · M4 24GB Q8_0 ~5 65%
MacBook Pro 14" · M4 32GB Q8_0 ~5 49%
Mac mini · M4 24GB Q8_0 ~5 65%
Mac mini · M4 32GB Q8_0 ~5 49%
iMac · M4 24GB Q8_0 ~5 65%
iMac · M4 32GB Q8_0 ~5 49%
MacBook Air · M2 24GB Q8_0 ~4 65%
MacBook Air · M3 24GB Q8_0 ~4 65%
MacBook Pro 14" · M3 24GB Q8_0 ~4 65%
Mac mini · M2 24GB Q8_0 ~4 65%
iMac · M3 24GB Q8_0 ~4 65%
MacBook Air · M1 16GB Q6_K ~3 77%
Mac mini · M1 16GB Q6_K ~3 77%
iMac · M1 16GB Q6_K ~3 77%
MacBook Air · M2 8GB Q2_K ~11 80%
MacBook Air · M3 8GB Q2_K ~11 80%
MacBook Pro 14" · M3 8GB Q2_K ~11 80%
Mac mini · M2 8GB Q2_K ~11 80%
iMac · M3 8GB Q2_K ~11 80%
MacBook Air · M1 8GB Q2_K ~7 80%
Mac mini · M1 8GB Q2_K ~7 80%
iMac · M1 8GB Q2_K ~7 80%

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