LoRAX (LoRA eXchange) is a framework that allows users to serve thousands of fine-tuned models on a single GPU, dramatically reducing the cost of serving without compromising on throughput or latency.

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Abstract: Adapters provide an efficient and lightweight mechanism for adapting trained transformer models to a variety of dif-ferent tasks. However, they have often been found to be outperformed by ...