ROCm™ Hyperloom is a multi-agent harness that autonomously optimizes inference on AMD Instinct™ GPUs. It profiles each workload, searches framework and kernel optimizations, validates every candidate end to end, and carries proven results into a recipe knowledge base — without per-model human tuning. It supports text generation, image generation, and custom pipelines on vLLM, SGLang, and xDiT.
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