S-LoRA: Serving Thousands of Concurrent LoRA Adapters

S-LoRA is a system designed for scalable serving of many task-specific fine-tuned models. It improves throughput and increases the number of served adapters, enabling large-scale customized fine-tuning services. https://arxiv.org/abs//2311.03285 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podcasts.apple.com/us/podcast/arxiv-papers/id1692476016 Spotify: https://podcasters.spotify.com/pod/show/arxiv-papers