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Heron NVILA Lite 1B hf

General model by turing-motors · 0.91B parameters

Chip
Unified Memory
Bandwidth 307 GB/s
Available for Models ~21 GB

Runs Excellently

Heron NVILA Lite 1B hf fits comfortably in your 24 GB Mac using Q8_0 quantization, using 6% of your RAM.

~177 tok/s

Q8_0 · 1.5 GB

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 1.5 GB~177 tok/s✓
Q6_K 1.3 GB~232 tok/s✓
Q5_K_M 1.2 GB~273 tok/s✓
Q4_K_M 1.1 GB~320 tok/s✓
Q3_K_M 1.0 GB~387 tok/s✓
Q2_K 0.9 GB~501 tok/s✓

Specifications

Parameters912M
Architectureheron
Context Length33K
CategoryGeneral
Formatgguf
Minimum RAM1 GB
HuggingFace Downloads16,149
View on HuggingFace →

Which Mac Can Run Heron NVILA Lite 1B hf?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~58 tok/s · 19% RAM

MacQuanttok/sRAM %
MacBook Pro 16" · M6 Ultra 192GB Q8_0 ~1,061 1%
MacBook Pro 16" · M6 Ultra 256GB Q8_0 ~1,061 1%
MacBook Pro 16" · M6 Ultra 384GB Q8_0 ~1,061 0%
Mac Studio · M6 Ultra 192GB Q8_0 ~1,061 1%
Mac Studio · M6 Ultra 256GB Q8_0 ~1,061 1%
Mac Studio · M6 Ultra 384GB Q8_0 ~1,061 0%
Mac Studio · M5 Ultra 128GB Q8_0 ~707 1%
Mac Studio · M5 Ultra 192GB Q8_0 ~707 1%
Mac Studio · M5 Ultra 256GB Q8_0 ~707 1%
MacBook Pro 14" · M6 Max 48GB Q8_0 ~530 3%
MacBook Pro 14" · M6 Max 64GB Q8_0 ~530 2%
MacBook Pro 14" · M6 Max 128GB Q8_0 ~530 1%
MacBook Pro 14" · M6 Max 192GB Q8_0 ~530 1%
MacBook Pro 16" · M6 Max 48GB Q8_0 ~530 3%
MacBook Pro 16" · M6 Max 64GB Q8_0 ~530 2%
MacBook Pro 16" · M6 Max 128GB Q8_0 ~530 1%
MacBook Pro 16" · M6 Max 192GB Q8_0 ~530 1%
Mac Studio · M6 Max 48GB Q8_0 ~530 3%
Mac Studio · M6 Max 64GB Q8_0 ~530 2%
Mac Studio · M6 Max 128GB Q8_0 ~530 1%
Mac Studio · M6 Max 192GB Q8_0 ~530 1%
Mac Studio · M1 Ultra 64GB Q8_0 ~460 2%
Mac Studio · M1 Ultra 128GB Q8_0 ~460 1%
Mac Studio · M2 Ultra 64GB Q8_0 ~460 2%
Mac Studio · M2 Ultra 96GB Q8_0 ~460 2%
Mac Studio · M2 Ultra 128GB Q8_0 ~460 1%
Mac Studio · M2 Ultra 192GB Q8_0 ~460 1%
Mac Studio · M3 Ultra 96GB Q8_0 ~460 2%
Mac Studio · M3 Ultra 192GB Q8_0 ~460 1%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~353 4%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~353 3%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~353 2%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~353 1%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~353 4%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~353 3%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~353 2%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~353 1%
Mac Studio · M5 Max 36GB Q8_0 ~353 4%
Mac Studio · M5 Max 64GB Q8_0 ~353 2%
Mac Studio · M5 Max 128GB Q8_0 ~353 1%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~314 4%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~314 3%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~314 2%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~314 1%
Mac Studio · M4 Max 36GB Q8_0 ~314 4%
Mac Studio · M4 Max 64GB Q8_0 ~314 2%
Mac Studio · M4 Max 128GB Q8_0 ~314 1%
MacBook Pro 14" · M6 Pro 24GB Q8_0 ~236 6%
MacBook Pro 14" · M6 Pro 48GB Q8_0 ~236 3%
MacBook Pro 14" · M6 Pro 64GB Q8_0 ~236 2%
MacBook Pro 16" · M6 Pro 24GB Q8_0 ~236 6%
MacBook Pro 16" · M6 Pro 48GB Q8_0 ~236 3%
MacBook Pro 16" · M6 Pro 64GB Q8_0 ~236 2%
Mac Mini · M6 Pro 24GB Q8_0 ~236 6%
Mac Mini · M6 Pro 48GB Q8_0 ~236 3%
Mac Mini · M6 Pro 64GB Q8_0 ~236 2%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~230 5%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~230 2%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~230 5%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~230 2%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~230 2%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~230 4%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~230 3%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~230 2%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~230 2%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~230 1%
Mac Studio · M1 Max 32GB Q8_0 ~230 5%
Mac Studio · M1 Max 64GB Q8_0 ~230 2%
Mac Studio · M2 Max 32GB Q8_0 ~230 5%
Mac Studio · M2 Max 64GB Q8_0 ~230 2%
Mac Studio · M2 Max 96GB Q8_0 ~230 2%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~177 6%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~177 3%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~177 2%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~177 6%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~177 3%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~157 6%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~157 3%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~157 6%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~157 3%
Mac Mini · M4 Pro 24GB Q8_0 ~157 6%
Mac Mini · M4 Pro 48GB Q8_0 ~157 3%
MacBook Air · M6 16GB Q8_0 ~117 9%
MacBook Air · M6 24GB Q8_0 ~117 6%
MacBook Air · M6 32GB Q8_0 ~117 5%
MacBook Pro 14" · M6 16GB Q8_0 ~117 9%
MacBook Pro 14" · M6 24GB Q8_0 ~117 6%
MacBook Pro 14" · M6 32GB Q8_0 ~117 5%
Mac Mini · M6 16GB Q8_0 ~117 9%
Mac Mini · M6 24GB Q8_0 ~117 6%
Mac Mini · M6 32GB Q8_0 ~117 5%
iMac · M6 16GB Q8_0 ~117 9%
iMac · M6 24GB Q8_0 ~117 6%
iMac · M6 32GB Q8_0 ~117 5%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~115 9%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~115 5%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~115 9%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~115 5%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~115 9%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~115 5%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~115 9%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~115 5%
Mac Mini · M2 Pro 16GB Q8_0 ~115 9%
Mac Mini · M2 Pro 32GB Q8_0 ~115 5%
MacBook Air · M5 16GB Q8_0 ~88 9%
MacBook Air · M5 24GB Q8_0 ~88 6%
MacBook Air · M5 32GB Q8_0 ~88 5%
MacBook Pro 14" · M5 16GB Q8_0 ~88 9%
MacBook Pro 14" · M5 24GB Q8_0 ~88 6%
MacBook Pro 14" · M5 32GB Q8_0 ~88 5%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~86 8%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~86 4%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~86 8%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~86 4%
MacBook Air · M4 16GB Q8_0 ~69 9%
MacBook Air · M4 24GB Q8_0 ~69 6%
MacBook Air · M4 32GB Q8_0 ~69 5%
Mac Mini · M4 16GB Q8_0 ~69 9%
Mac Mini · M4 24GB Q8_0 ~69 6%
Mac Mini · M4 32GB Q8_0 ~69 5%
iMac · M4 16GB Q8_0 ~69 9%
iMac · M4 24GB Q8_0 ~69 6%
iMac · M4 32GB Q8_0 ~69 5%
MacBook Air · M2 8GB Q8_0 ~58 19%
MacBook Air · M2 16GB Q8_0 ~58 9%
MacBook Air · M2 24GB Q8_0 ~58 6%
MacBook Air · M3 8GB Q8_0 ~58 19%
MacBook Air · M3 16GB Q8_0 ~58 9%
MacBook Air · M3 24GB Q8_0 ~58 6%
Mac Mini · M2 8GB Q8_0 ~58 19%
Mac Mini · M2 16GB Q8_0 ~58 9%
Mac Mini · M2 24GB Q8_0 ~58 6%
iMac · M3 8GB Q8_0 ~58 19%
iMac · M3 16GB Q8_0 ~58 9%
iMac · M3 24GB Q8_0 ~58 6%
MacBook Air · M1 8GB Q8_0 ~39 19%
MacBook Air · M1 16GB Q8_0 ~39 9%
Mac Mini · M1 8GB Q8_0 ~39 19%
Mac Mini · M1 16GB Q8_0 ~39 9%
iMac · M1 8GB Q8_0 ~39 19%
iMac · M1 16GB Q8_0 ~39 9%

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