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Compatibility Report

LLaVA 1.6 13B on NVIDIA GeForce RTX 4060 8GB

RTX 4060 8GB runs LLaVA 1.6 13B at Q3_K_M — 22 tok/s due to limited memory bandwidth. Slow but functional — see all options below.

Model Size

13B

Device VRAM

8 GB

Bandwidth

272 GB/s

Quantization

Q3_K_M

Benchmarks

Performance by Quantization

OwnRig currently has one published compatibility entry for LLaVA 1.6 13B on NVIDIA GeForce RTX 4060 8GB at Q3_K_M. This is the best supported pairing we can stand behind today.

QuantizationSpeedTTFTFits in VRAMRatingConfidence
Q3_K_M22 tok/s280ms✓ YesMarginalestimated

Notes

Q3_K_M

13B multimodal. Q3_K_M barely fits with ~1.8GB headroom. Image processing adds overhead.

About LLaVA 1.6 13B

LLaVA 1.6 13B (13B) is a chat, reasoning, multi-purpose model. Multimodal model that processes images and text together. Built on Vicuna 13B with a vision encoder. Can analyze screenshots, diagrams, and photos. Useful for builders who need to process visual content in their workflows.

View all LLaVA 1.6 13B hardware options →

About NVIDIA GeForce RTX 4060 8GB

NVIDIA GeForce RTX 4060 8GB has 8 GB at 272 GB/s. Street price: $289.

See all models NVIDIA GeForce RTX 4060 8GB can run →

Estimate method: Q3_K_M 6.2GB fits in 8GB. Vision+LLM multimodal. Reference hardware source: github.com (2026-03-15)

Performance varies by driver version, inference engine, quantization method, context length, and system configuration. Figures shown are estimates based on community benchmarks and may not reflect your exact setup. Product names are trademarks of their respective owners. OwnRig is independent and not affiliated with any hardware or AI model provider.