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nanoLLaVA

General model by qnguyen3 · 1.05B 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

nanoLLaVA fits comfortably in your 24 GB Mac using Q8_0 quantization, using 7% of your RAM.

~153tok/s
Q8_01.7 GBEstimated
Run it now. Download free No account, no caps, no terminal.

Specifications

Parameters1.1B
Architecturellava-qwen2
Context Length33K
CategoryGeneral
Capabilitiesvision
Formatgguf
Minimum RAM1 GB
Licenseapache-2.0
HuggingFace Downloads10,539
View on HuggingFace →

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 1.7 GB~153 tok/s✓
Q6_K 1.4 GB~201 tok/s✓
Q5_K_M 1.3 GB~236 tok/s✓
Q4_K_M 1.2 GB~277 tok/s✓
Q3_K_M 1.1 GB~335 tok/s✓
Q2_K 1.0 GB~435 tok/s✓

Which Mac Can Run nanoLLaVA?

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 · ~50 tok/s · 21% RAM

MacQuanttok/sRAM %
Mac Studio · M5 Ultra 96GB Q8_0 ~613 2%
Mac Studio · M5 Ultra 256GB Q8_0 ~613 1%
Mac Studio · M5 Ultra 512GB Q8_0 ~613 0%
Mac Studio · M3 Ultra 96GB Q8_0 ~409 2%
Mac Studio · M3 Ultra 256GB Q8_0 ~409 1%
Mac Studio · M3 Ultra 512GB Q8_0 ~409 0%
Mac Studio · M1 Ultra 64GB Q8_0 ~399 3%
Mac Studio · M1 Ultra 128GB Q8_0 ~399 1%
Mac Studio · M2 Ultra 64GB Q8_0 ~399 3%
Mac Studio · M2 Ultra 128GB Q8_0 ~399 1%
Mac Studio · M2 Ultra 192GB Q8_0 ~399 1%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~306 5%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~306 3%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~306 3%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~306 1%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~306 5%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~306 3%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~306 3%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~306 1%
Mac Studio · M5 Max 36GB Q8_0 ~306 5%
Mac Studio · M5 Max 48GB Q8_0 ~306 3%
Mac Studio · M5 Max 64GB Q8_0 ~306 3%
Mac Studio · M5 Max 128GB Q8_0 ~306 1%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~272 5%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~272 3%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~272 3%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~272 1%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~272 5%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~272 3%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~272 3%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~272 1%
Mac Studio · M4 Max 36GB Q8_0 ~272 5%
Mac Studio · M4 Max 48GB Q8_0 ~272 3%
Mac Studio · M4 Max 64GB Q8_0 ~272 3%
Mac Studio · M4 Max 128GB Q8_0 ~272 1%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~200 5%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~200 3%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~200 5%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~200 3%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~200 2%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~200 5%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~200 3%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~200 3%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~200 2%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~200 1%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~200 5%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~200 3%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~200 5%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~200 3%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~200 2%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~200 5%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~200 3%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~200 3%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~200 2%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~200 1%
Mac Studio · M1 Max 32GB Q8_0 ~200 5%
Mac Studio · M1 Max 64GB Q8_0 ~200 3%
Mac Studio · M2 Max 32GB Q8_0 ~200 5%
Mac Studio · M2 Max 64GB Q8_0 ~200 3%
Mac Studio · M2 Max 96GB Q8_0 ~200 2%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~153 7%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~153 3%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~153 3%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~153 7%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~153 3%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~153 3%
Mac mini · M5 Pro 24GB Q8_0 ~153 7%
Mac mini · M5 Pro 48GB Q8_0 ~153 3%
Mac mini · M5 Pro 64GB Q8_0 ~153 3%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~136 7%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~136 3%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~136 7%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~136 3%
Mac mini · M4 Pro 24GB Q8_0 ~136 7%
Mac mini · M4 Pro 48GB Q8_0 ~136 3%
Mac mini · M4 Pro 64GB Q8_0 ~136 3%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~100 10%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~100 5%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~100 10%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~100 5%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~100 10%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~100 5%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~100 10%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~100 5%
Mac mini · M2 Pro 16GB Q8_0 ~100 10%
Mac mini · M2 Pro 32GB Q8_0 ~100 5%
Mac mini · M6 16GB Q8_0 ~85 10%
Mac mini · M6 24GB Q8_0 ~85 7%
Mac mini · M6 32GB Q8_0 ~85 5%
MacBook Air · M5 16GB Q8_0 ~76 10%
MacBook Air · M5 24GB Q8_0 ~76 7%
MacBook Air · M5 32GB Q8_0 ~76 5%
MacBook Pro 14" · M5 16GB Q8_0 ~76 10%
MacBook Pro 14" · M5 24GB Q8_0 ~76 7%
MacBook Pro 14" · M5 32GB Q8_0 ~76 5%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~75 9%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~75 5%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~75 9%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~75 5%
MacBook Air · M4 16GB Q8_0 ~60 10%
MacBook Air · M4 24GB Q8_0 ~60 7%
MacBook Air · M4 32GB Q8_0 ~60 5%
MacBook Pro 14" · M4 16GB Q8_0 ~60 10%
MacBook Pro 14" · M4 24GB Q8_0 ~60 7%
MacBook Pro 14" · M4 32GB Q8_0 ~60 5%
Mac mini · M4 16GB Q8_0 ~60 10%
Mac mini · M4 24GB Q8_0 ~60 7%
Mac mini · M4 32GB Q8_0 ~60 5%
iMac · M4 16GB Q8_0 ~60 10%
iMac · M4 24GB Q8_0 ~60 7%
iMac · M4 32GB Q8_0 ~60 5%
MacBook Air · M2 8GB Q8_0 ~50 21%
MacBook Air · M2 16GB Q8_0 ~50 10%
MacBook Air · M2 24GB Q8_0 ~50 7%
MacBook Air · M3 8GB Q8_0 ~50 21%
MacBook Air · M3 16GB Q8_0 ~50 10%
MacBook Air · M3 24GB Q8_0 ~50 7%
MacBook Pro 14" · M3 8GB Q8_0 ~50 21%
MacBook Pro 14" · M3 16GB Q8_0 ~50 10%
MacBook Pro 14" · M3 24GB Q8_0 ~50 7%
Mac mini · M2 8GB Q8_0 ~50 21%
Mac mini · M2 16GB Q8_0 ~50 10%
Mac mini · M2 24GB Q8_0 ~50 7%
iMac · M3 8GB Q8_0 ~50 21%
iMac · M3 16GB Q8_0 ~50 10%
iMac · M3 24GB Q8_0 ~50 7%
MacBook Air · M1 8GB Q8_0 ~34 21%
MacBook Air · M1 16GB Q8_0 ~34 10%
Mac mini · M1 8GB Q8_0 ~34 21%
Mac mini · M1 16GB Q8_0 ~34 10%
iMac · M1 8GB Q8_0 ~34 21%
iMac · M1 16GB Q8_0 ~34 10%

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