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DigitalOcean and AMD optimized AMD Instinct MI300X and MI325X GPU platforms for Character.ai, achieving a 2x production inference throughput increase. The Qwen3-235B Instruct FP8 model ran on DigitalOcean Kubernetes with parallelization, FP8 execution, and topology-aware GPU allocation, outperforming prior non-optimized GPU infrastructure.
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