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Compatibility Report

Gemma 2 27B Instruct on AMD Radeon Pro W7900

Yes — AMD Radeon Pro W7900 handles Gemma 2 27B Instruct well at Q4_K_M — 24 tok/s. Solid daily-driver performance on 48 GB VRAM.

Model Size

27.23B

Device VRAM

48 GB

Bandwidth

864 GB/s

Quantization

Q4_K_M

Benchmarks

Performance by Quantization

OwnRig currently has one published compatibility entry for Gemma 2 27B Instruct on AMD Radeon Pro W7900 at Q4_K_M. This is the best supported pairing we can stand behind today.

QuantizationSpeedTTFTFits in VRAMRatingConfidence
Q4_K_M24 tok/s370ms✓ YesGoodestimated

Notes

Q4_K_M

AMD workstation card with the best ROCm support in this dataset; best AMD option for larger models. Q4_K_M fits in VRAM on this card.

About Gemma 2 27B Instruct

Gemma 2 27B Instruct (27.23B) is a chat, coding, reasoning, multi-purpose model. Google's 27B model with effective knowledge distillation. Reasoning and coding at a size that fits on a single 24 GB GPU at Q4. Limited to 8K context.

View all Gemma 2 27B Instruct hardware options →

About AMD Radeon Pro W7900

AMD Radeon Pro W7900 has 48 GB at 864 GB/s. Street price: $3,299.

See all models AMD Radeon Pro W7900 can run →

Estimate method: Estimated from rtx-4090 compatibility patterns plus ROCm/Vulkan adjustments. Reference hardware source: github.com (2026-03-26)

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.