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Can I run SDXL 1.0 on AMD RX 7900 XTX?

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Perfect

Yes, you can run this model!

GPU VRAM

24.0GB

Required

8.0GB

Headroom

+16.0GB

VRAM Usage

0GB 33% used 24.0GB

Performance Estimate

Tokens/sec ~63.0

Batch size 20

info Technical Analysis

AMD RX 7900 XTX provides excellent compatibility with SDXL 1.0. With 24.0GB of VRAM and only 8.0GB required, you have 16.0GB of headroom for comfortable inference. This allows for extended context lengths, batch processing, and smooth operation.

lightbulb Recommendation

You can run SDXL 1.0 on AMD RX 7900 XTX without any compromises. Consider using full context length and larger batch sizes for optimal throughput.

tune Recommended Settings

Batch_Size

Context_Length

Inference_Framework

llama.cpp or vLLM

help Frequently Asked Questions

Can I run SDXL 1.0 on AMD RX 7900 XTX? expand_more

AMD RX 7900 XTX has 24.0GB VRAM, which provides 16.0GB of headroom beyond the 8.0GB required by SDXL 1.0 (6.60B). This is plenty of room for comfortable inference with room for KV cache, batching, and extended context lengths.

How much VRAM does SDXL 1.0 need? expand_more

SDXL 1.0 requires approximately 8.0GB of VRAM.

What performance can I expect? expand_more

Estimated 63 tokens per second.