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Compatibility Report

StarCoder 2 15B on NVIDIA GeForce RTX 5060 8GB

RTX 5060 8GB runs StarCoder 2 15B at Q3_K_M — 18 tok/s due to limited memory bandwidth. Slow but functional — see all options below.

Model Size

15.5B

Device VRAM

8 GB

Bandwidth

448 GB/s

Quantization

Q3_K_M

Benchmarks

Performance by Quantization

OwnRig currently has one published compatibility entry for StarCoder 2 15B on NVIDIA GeForce RTX 5060 8GB at Q3_K_M. This is the best supported pairing we can stand behind today.

QuantizationSpeedTTFTFits in VRAMRatingConfidence
Q3_K_M18 tok/s400ms✓ YesMarginalestimated

Notes

Q3_K_M

15.73B coding model. Q3_K_M at limit. Marginal. Estimated for rtx-5060-8gb; verify with community benchmarks.

About StarCoder 2 15B

StarCoder 2 15B (15.5B) is a coding, ai coding model. Trained on The Stack v2 with 619 programming languages. Full fill-in-the-middle (FIM) support for code completion. BigCode's best model, competitive but surpassed by Qwen 2.5 Coder on most benchmarks.

View all StarCoder 2 15B hardware options →

About NVIDIA GeForce RTX 5060 8GB

NVIDIA GeForce RTX 5060 8GB has 8 GB at 448 GB/s. Street price: $299.

See all models NVIDIA GeForce RTX 5060 8GB can run →

Estimate method: Estimated from rtx-4060-8gb matrix rows scaled for rtx-5060-8gb memory bandwidth (Ada Gate A methodology). Reference hardware source: nvidia.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.