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Sa2VA Qwen3 VL 4B

Multimodal model by bytedance · 5.06B 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

Sa2VA Qwen3 VL 4B fits comfortably in your 24 GB Mac using Q8_0 quantization, using 26% of your RAM.

~32tok/s
Q8_06.1 GBEstimated
Run it now. Download free No account, no caps, no terminal.

Specifications

Parameters5.1B
Architecturesa2va_chat
Context Length262K
CategoryMultimodal
Capabilitiesvision, tool_use
Formatgguf
Minimum RAM2.8 GB
Licenseapache-2.0
HuggingFace Downloads2,195
View on HuggingFace →

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 6.1 GB~32 tok/s✓
Q6_K 4.9 GB~42 tok/s✓
Q5_K_M 4.3 GB~49 tok/s✓
Q4_K_M 3.8 GB~58 tok/s✓
Q3_K_M 3.3 GB~70 tok/s✓
Q2_K 2.7 GB~90 tok/s✓

Which Mac Can Run Sa2VA Qwen3 VL 4B?

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 · ~10 tok/s · 77% RAM

MacQuanttok/sRAM %
Mac Studio · M5 Ultra 96GB Q8_0 ~127 6%
Mac Studio · M5 Ultra 256GB Q8_0 ~127 2%
Mac Studio · M5 Ultra 512GB Q8_0 ~127 1%
Mac Studio · M3 Ultra 96GB Q8_0 ~85 6%
Mac Studio · M3 Ultra 256GB Q8_0 ~85 2%
Mac Studio · M3 Ultra 512GB Q8_0 ~85 1%
Mac Studio · M1 Ultra 64GB Q8_0 ~83 10%
Mac Studio · M1 Ultra 128GB Q8_0 ~83 5%
Mac Studio · M2 Ultra 64GB Q8_0 ~83 10%
Mac Studio · M2 Ultra 128GB Q8_0 ~83 5%
Mac Studio · M2 Ultra 192GB Q8_0 ~83 3%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~64 17%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~64 13%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~64 10%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~64 5%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~64 17%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~64 13%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~64 10%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~64 5%
Mac Studio · M5 Max 36GB Q8_0 ~64 17%
Mac Studio · M5 Max 48GB Q8_0 ~64 13%
Mac Studio · M5 Max 64GB Q8_0 ~64 10%
Mac Studio · M5 Max 128GB Q8_0 ~64 5%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~57 17%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~57 13%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~57 10%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~57 5%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~57 17%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~57 13%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~57 10%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~57 5%
Mac Studio · M4 Max 36GB Q8_0 ~57 17%
Mac Studio · M4 Max 48GB Q8_0 ~57 13%
Mac Studio · M4 Max 64GB Q8_0 ~57 10%
Mac Studio · M4 Max 128GB Q8_0 ~57 5%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~41 19%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~41 10%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~41 19%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~41 10%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~41 6%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~41 17%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~41 13%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~41 10%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~41 6%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~41 5%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~41 19%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~41 10%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~41 19%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~41 10%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~41 6%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~41 17%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~41 13%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~41 10%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~41 6%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~41 5%
Mac Studio · M1 Max 32GB Q8_0 ~41 19%
Mac Studio · M1 Max 64GB Q8_0 ~41 10%
Mac Studio · M2 Max 32GB Q8_0 ~41 19%
Mac Studio · M2 Max 64GB Q8_0 ~41 10%
Mac Studio · M2 Max 96GB Q8_0 ~41 6%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~32 26%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~32 13%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~32 10%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~32 26%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~32 13%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~32 10%
Mac mini · M5 Pro 24GB Q8_0 ~32 26%
Mac mini · M5 Pro 48GB Q8_0 ~32 13%
Mac mini · M5 Pro 64GB Q8_0 ~32 10%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~28 26%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~28 13%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~28 26%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~28 13%
Mac mini · M4 Pro 24GB Q8_0 ~28 26%
Mac mini · M4 Pro 48GB Q8_0 ~28 13%
Mac mini · M4 Pro 64GB Q8_0 ~28 10%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~21 38%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~21 19%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~21 38%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~21 19%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~21 38%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~21 19%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~21 38%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~21 19%
Mac mini · M2 Pro 16GB Q8_0 ~21 38%
Mac mini · M2 Pro 32GB Q8_0 ~21 19%
Mac mini · M6 16GB Q8_0 ~18 38%
Mac mini · M6 24GB Q8_0 ~18 26%
Mac mini · M6 32GB Q8_0 ~18 19%
MacBook Air · M5 16GB Q8_0 ~16 38%
MacBook Air · M5 24GB Q8_0 ~16 26%
MacBook Air · M5 32GB Q8_0 ~16 19%
MacBook Pro 14" · M5 16GB Q8_0 ~16 38%
MacBook Pro 14" · M5 24GB Q8_0 ~16 26%
MacBook Pro 14" · M5 32GB Q8_0 ~16 19%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~16 34%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~16 17%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~16 34%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~16 17%
MacBook Air · M4 16GB Q8_0 ~12 38%
MacBook Air · M4 24GB Q8_0 ~12 26%
MacBook Air · M4 32GB Q8_0 ~12 19%
MacBook Pro 14" · M4 16GB Q8_0 ~12 38%
MacBook Pro 14" · M4 24GB Q8_0 ~12 26%
MacBook Pro 14" · M4 32GB Q8_0 ~12 19%
Mac mini · M4 16GB Q8_0 ~12 38%
Mac mini · M4 24GB Q8_0 ~12 26%
Mac mini · M4 32GB Q8_0 ~12 19%
iMac · M4 16GB Q8_0 ~12 38%
iMac · M4 24GB Q8_0 ~12 26%
iMac · M4 32GB Q8_0 ~12 19%
MacBook Air · M2 8GB Q8_0 ~10 77%
MacBook Air · M2 16GB Q8_0 ~10 38%
MacBook Air · M2 24GB Q8_0 ~10 26%
MacBook Air · M3 8GB Q8_0 ~10 77%
MacBook Air · M3 16GB Q8_0 ~10 38%
MacBook Air · M3 24GB Q8_0 ~10 26%
MacBook Pro 14" · M3 8GB Q8_0 ~10 77%
MacBook Pro 14" · M3 16GB Q8_0 ~10 38%
MacBook Pro 14" · M3 24GB Q8_0 ~10 26%
Mac mini · M2 8GB Q8_0 ~10 77%
Mac mini · M2 16GB Q8_0 ~10 38%
Mac mini · M2 24GB Q8_0 ~10 26%
iMac · M3 8GB Q8_0 ~10 77%
iMac · M3 16GB Q8_0 ~10 38%
iMac · M3 24GB Q8_0 ~10 26%
MacBook Air · M1 8GB Q8_0 ~7 77%
MacBook Air · M1 16GB Q8_0 ~7 38%
Mac mini · M1 8GB Q8_0 ~7 77%
Mac mini · M1 16GB Q8_0 ~7 38%
iMac · M1 8GB Q8_0 ~7 77%
iMac · M1 16GB Q8_0 ~7 38%

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