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stablecode completion alpha 3b 4k

Coding model by Stability AI · 3.31B 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

stablecode completion alpha 3b 4k fits comfortably in your 24 GB Mac using Q8_0 quantization, using 17% of your RAM.

~49tok/s
Q8_04.2 GBEstimated
Run it now. Download free No account, no caps, no terminal.

Specifications

Parameters3.3B
Architecturegpt_neox
Context Length4K
CategoryCoding
Formatgguf
Minimum RAM1.8 GB
HuggingFace Downloads1,352

GGUF Sources

mradermacher
View on HuggingFace →

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 4.2 GB~49 tok/s✓
Q6_K 3.4 GB~64 tok/s✓
Q5_K_M 3.0 GB~75 tok/s✓
Q4_K_M 2.6 GB~88 tok/s✓
Q3_K_M 2.3 GB~106 tok/s✓
Q2_K 1.9 GB~138 tok/s✓

Which Mac Can Run stablecode completion alpha 3b 4k?

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 ~194 4%
Mac Studio · M5 Ultra 256GB Q8_0 ~194 2%
Mac Studio · M5 Ultra 512GB Q8_0 ~194 1%
Mac Studio · M3 Ultra 96GB Q8_0 ~130 4%
Mac Studio · M3 Ultra 256GB Q8_0 ~130 2%
Mac Studio · M3 Ultra 512GB Q8_0 ~130 1%
Mac Studio · M1 Ultra 64GB Q8_0 ~127 7%
Mac Studio · M1 Ultra 128GB Q8_0 ~127 3%
Mac Studio · M2 Ultra 64GB Q8_0 ~127 7%
Mac Studio · M2 Ultra 128GB Q8_0 ~127 3%
Mac Studio · M2 Ultra 192GB Q8_0 ~127 2%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~97 12%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~97 9%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~97 7%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~97 3%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~97 12%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~97 9%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~97 7%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~97 3%
Mac Studio · M5 Max 36GB Q8_0 ~97 12%
Mac Studio · M5 Max 48GB Q8_0 ~97 9%
Mac Studio · M5 Max 64GB Q8_0 ~97 7%
Mac Studio · M5 Max 128GB Q8_0 ~97 3%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~86 12%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~86 9%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~86 7%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~86 3%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~86 12%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~86 9%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~86 7%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~86 3%
Mac Studio · M4 Max 36GB Q8_0 ~86 12%
Mac Studio · M4 Max 48GB Q8_0 ~86 9%
Mac Studio · M4 Max 64GB Q8_0 ~86 7%
Mac Studio · M4 Max 128GB Q8_0 ~86 3%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~63 13%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~63 7%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~63 13%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~63 7%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~63 4%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~63 12%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~63 9%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~63 7%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~63 4%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~63 3%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~63 13%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~63 7%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~63 13%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~63 7%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~63 4%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~63 12%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~63 9%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~63 7%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~63 4%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~63 3%
Mac Studio · M1 Max 32GB Q8_0 ~63 13%
Mac Studio · M1 Max 64GB Q8_0 ~63 7%
Mac Studio · M2 Max 32GB Q8_0 ~63 13%
Mac Studio · M2 Max 64GB Q8_0 ~63 7%
Mac Studio · M2 Max 96GB Q8_0 ~63 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 7%
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 7%
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 7%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~43 17%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~43 9%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~43 17%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~43 9%
Mac mini · M4 Pro 24GB Q8_0 ~43 17%
Mac mini · M4 Pro 48GB Q8_0 ~43 9%
Mac mini · M4 Pro 64GB Q8_0 ~43 7%
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 ~24 26%
MacBook Air · M5 24GB Q8_0 ~24 17%
MacBook Air · M5 32GB Q8_0 ~24 13%
MacBook Pro 14" · M5 16GB Q8_0 ~24 26%
MacBook Pro 14" · M5 24GB Q8_0 ~24 17%
MacBook Pro 14" · M5 32GB Q8_0 ~24 13%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~24 23%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~24 12%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~24 23%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~24 12%
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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