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Compatibility Report

FLUX.1 Dev on AMD Radeon Pro W7900

Yes β€” AMD Radeon Pro W7900 runs FLUX.1 Dev excellently at FP16. 48 GB VRAM with plenty of headroom.

Model Size

12B

Device VRAM

48 GB

Bandwidth

864 GB/s

Quantization

FP16

Benchmarks

Performance by Quantization

OwnRig currently has one published compatibility entry for FLUX.1 Dev on AMD Radeon Pro W7900 at FP16. This is the best supported pairing we can stand behind today.

QuantizationSpeedTTFTFits in VRAMRatingConfidence
FP16β€“β€“βœ“ YesExcellentestimated

Notes

FP16

AMD workstation card with the best ROCm support in this dataset; best AMD option for larger models. FP16 fits in VRAM on this card.

About FLUX.1 Dev

FLUX.1 Dev (12B) is a image gen model. State-of-the-art image generation. Significantly better prompt adherence and image quality than SDXL. 12B parameter transformer model (not diffusion UNet). FP16 requires 24GB VRAM, but Q4 quantization brings it to 8GB GPUs. Non-commercial license.

View all FLUX.1 Dev hardware options β†’

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 β†’

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.