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SingGuard NSFA 0.8B

Multimodal model by inclusionai · 1.11B 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

SingGuard NSFA 0.8B fits comfortably in your 24 GB Mac using Q8_0 quantization, using 7% of your RAM.

~145tok/s
Q8_01.7 GBEstimated
Run it now. Download free No account, no caps, no terminal.

Specifications

Parameters1.1B
Architectureqwen3_5
Context Length262K
CategoryMultimodal
Capabilitiesvision
Formatgguf
Minimum RAM1 GB
Licenseapache-2.0
View on HuggingFace →

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 1.7 GB~145 tok/s✓
Q6_K 1.5 GB~190 tok/s✓
Q5_K_M 1.3 GB~224 tok/s✓
Q4_K_M 1.2 GB~262 tok/s✓
Q3_K_M 1.1 GB~317 tok/s✓
Q2_K 1.0 GB~411 tok/s✓

Which Mac Can Run SingGuard NSFA 0.8B?

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 · ~47 tok/s · 22% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~386 2%
Mac Studio · M3 Ultra 256GB Q8_0 ~386 1%
Mac Studio · M3 Ultra 512GB Q8_0 ~386 0%
Mac Studio · M1 Ultra 64GB Q8_0 ~378 3%
Mac Studio · M1 Ultra 128GB Q8_0 ~378 1%
Mac Studio · M2 Ultra 64GB Q8_0 ~378 3%
Mac Studio · M2 Ultra 128GB Q8_0 ~378 1%
Mac Studio · M2 Ultra 192GB Q8_0 ~378 1%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~290 5%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~290 4%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~290 3%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~290 1%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~290 5%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~290 4%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~290 3%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~290 1%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~258 5%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~258 4%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~258 3%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~258 1%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~258 5%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~258 4%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~258 3%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~258 1%
Mac Studio · M4 Max 36GB Q8_0 ~258 5%
Mac Studio · M4 Max 48GB Q8_0 ~258 4%
Mac Studio · M4 Max 64GB Q8_0 ~258 3%
Mac Studio · M4 Max 128GB Q8_0 ~258 1%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~189 5%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~189 3%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~189 5%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~189 3%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~189 2%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~189 5%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~189 4%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~189 3%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~189 2%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~189 1%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~189 5%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~189 3%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~189 5%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~189 3%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~189 2%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~189 5%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~189 4%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~189 3%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~189 2%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~189 1%
Mac Studio · M1 Max 32GB Q8_0 ~189 5%
Mac Studio · M1 Max 64GB Q8_0 ~189 3%
Mac Studio · M2 Max 32GB Q8_0 ~189 5%
Mac Studio · M2 Max 64GB Q8_0 ~189 3%
Mac Studio · M2 Max 96GB Q8_0 ~189 2%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~145 7%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~145 4%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~145 3%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~145 7%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~145 4%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~145 3%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~129 7%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~129 4%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~129 7%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~129 4%
Mac mini · M4 Pro 24GB Q8_0 ~129 7%
Mac mini · M4 Pro 48GB Q8_0 ~129 4%
Mac mini · M4 Pro 64GB Q8_0 ~129 3%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~94 11%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~94 5%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~94 11%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~94 5%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~94 11%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~94 5%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~94 11%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~94 5%
Mac mini · M2 Pro 16GB Q8_0 ~94 11%
Mac mini · M2 Pro 32GB Q8_0 ~94 5%
MacBook Air · M5 16GB Q8_0 ~72 11%
MacBook Air · M5 24GB Q8_0 ~72 7%
MacBook Air · M5 32GB Q8_0 ~72 5%
MacBook Pro 14" · M5 16GB Q8_0 ~72 11%
MacBook Pro 14" · M5 24GB Q8_0 ~72 7%
MacBook Pro 14" · M5 32GB Q8_0 ~72 5%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~71 10%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~71 5%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~71 10%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~71 5%
MacBook Air · M4 16GB Q8_0 ~57 11%
MacBook Air · M4 24GB Q8_0 ~57 7%
MacBook Air · M4 32GB Q8_0 ~57 5%
MacBook Pro 14" · M4 16GB Q8_0 ~57 11%
MacBook Pro 14" · M4 24GB Q8_0 ~57 7%
MacBook Pro 14" · M4 32GB Q8_0 ~57 5%
Mac mini · M4 16GB Q8_0 ~57 11%
Mac mini · M4 24GB Q8_0 ~57 7%
Mac mini · M4 32GB Q8_0 ~57 5%
iMac · M4 16GB Q8_0 ~57 11%
iMac · M4 24GB Q8_0 ~57 7%
iMac · M4 32GB Q8_0 ~57 5%
MacBook Air · M2 8GB Q8_0 ~47 22%
MacBook Air · M2 16GB Q8_0 ~47 11%
MacBook Air · M2 24GB Q8_0 ~47 7%
MacBook Air · M3 8GB Q8_0 ~47 22%
MacBook Air · M3 16GB Q8_0 ~47 11%
MacBook Air · M3 24GB Q8_0 ~47 7%
MacBook Pro 14" · M3 8GB Q8_0 ~47 22%
MacBook Pro 14" · M3 16GB Q8_0 ~47 11%
MacBook Pro 14" · M3 24GB Q8_0 ~47 7%
Mac mini · M2 8GB Q8_0 ~47 22%
Mac mini · M2 16GB Q8_0 ~47 11%
Mac mini · M2 24GB Q8_0 ~47 7%
iMac · M3 8GB Q8_0 ~47 22%
iMac · M3 16GB Q8_0 ~47 11%
iMac · M3 24GB Q8_0 ~47 7%
MacBook Air · M1 8GB Q8_0 ~32 22%
MacBook Air · M1 16GB Q8_0 ~32 11%
Mac mini · M1 8GB Q8_0 ~32 22%
Mac mini · M1 16GB Q8_0 ~32 11%
iMac · M1 8GB Q8_0 ~32 22%
iMac · M1 16GB Q8_0 ~32 11%

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