Nov 6, 2023 · S-LoRA enables scalable serving of many task-specific fine-tuned models and offers the potential for large-scale customized fine-tuning services.
Jun 5, 2024 · Collectively, these features enable S-LoRA to serve thousands of LoRA adapters on a single GPU or across multiple GPUs with a small overhead.
Nov 15, 2023 · In this blog post, we introduce S-LoRA (code), a system designed for the scalable serving of many LoRA adapters.
Jun 5, 2024 · Overview · The paper discusses a system called S-LoRA, which is designed for the scalable serving of many Low-Rank Adaptation (LoRA) adapters.
Nov 13, 2023 · This is a massively better user experience for experimenters and small businesses training and offering LLMs than the existing options, which ...
[PDF] S-LoRA: Serving Thousands of Concurrent LoRA Adapters
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Nov 6, 2023 · S-LoRA enables scalable serving of many task-specific fine-tuned models and offers the potential for large-scale customized fine- Tuning services.
Duration: 29:21
Posted: Nov 7, 2023
Posted: Nov 7, 2023
Jun 7, 2024 · Overview · The paper discusses a system called S-LoRA, which is designed for the scalable serving of many Low-Rank Adaptation (LoRA) adapters.
Jan 26, 2024 · LoRA Serving on Amazon SageMaker — Serve 100's of Fine-Tuned LLMs For the Price of 1 · Understanding the potential and motivation behind serving ...