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Compatibility Report

LLaVA 1.6 13B on AMD Radeon RX 9060 XT 8GB

AMD Radeon RX 9060 XT 8GB runs LLaVA 1.6 13B at Q4_K_M — 19 tok/s. Usable on 8 GB VRAM — see full quantization options below.

Model Size

13B

Device VRAM

8 GB

Bandwidth

256 GB/s

Quantization

Q4_K_M

Benchmarks

Performance by Quantization

OwnRig currently has one published compatibility entry for LLaVA 1.6 13B on AMD Radeon RX 9060 XT 8GB at Q4_K_M. This is the best supported pairing we can stand behind today.

QuantizationSpeedTTFTFits in VRAMRatingConfidence
Q4_K_M19 tok/s568ms✓ YesAcceptableestimated

Notes

Q4_K_M

RDNA 4 card with improving ROCm support; Vulkan remains the safer default in llama.cpp. Q4_K_M fits in VRAM on this card.

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 AMD Radeon RX 9060 XT 8GB

AMD Radeon RX 9060 XT 8GB has 8 GB at 256 GB/s. Street price: $299.

See all models AMD Radeon RX 9060 XT 8GB can run →

Estimate method: Estimated from rtx-4060-ti-16gb compatibility patterns plus ROCm/Vulkan adjustments. Reference hardware source: github.com (2026-05-26)

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.