Can I Run StarCoder 2 on AMD Radeon RX 7800 XT?

Written by Jakub Rusinowski · Last updated July 10, 2026

Yes — the StarCoder 2 family runs on the AMD Radeon RX 7800 XT.

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Check price on Amazon — AMD Radeon RX 7800 XT 16GB

AMD Radeon RX 7800 XT Specs

VRAM16 GB
Memory Bandwidth624 GB/s

StarCoder 2 Variants That Fit

StarCoder 2 15BQ4_K_M · 9.5 GB · ~66 tok/s (est.)
StarCoder 2 7BQ4_K_M · 4.8 GB · ~130 tok/s (est.)
StarCoder 2 3BQ4_K_M · 2 GB · ~312 tok/s (est.)

FAQ

Can I run StarCoder 2 on the AMD Radeon RX 7800 XT?

Yes — the StarCoder 2 family runs on the AMD Radeon RX 7800 XT.

Which StarCoder 2 variant fits best on the AMD Radeon RX 7800 XT?

StarCoder 2 15B at Q4_K_M quantization (9.5 GB), estimated ~66 tokens/sec.

StarCoder 2 on Other GPUs

Popular Models on the AMD Radeon RX 7800 XT

VRAM Tier

Troubleshooting

Buying Guide

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