LoRAX: Multi-LoRA inference server that scales to 1000s of ... - GitHub
LoRAX supports multi-turn chat conversations combined with dynamic adapter loading through an OpenAI compatible API. Just specify any adapter as the model parameter.
LoRAX Docs
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.
LoRAX: The Open Source Framework for Serving 100s of Fine
2023年11月16日 · LoRAX (LoRA eXchange), allows users to pack 100s fine-tuned models into a single GPU and thus dramatically reduce the cost of serving. LoRAX is open-source, free to use commercially, and production-ready, with pre-built docker images and Helm charts available for immediate download and use.
lorax学习资料汇总 - 支持千级微调模型的多LoRA推理服务器 …
2024年9月19日 · lorax(LoRA eXchange)是一个多LoRA推理服务框架,允许用户在单个GPU上部署数千个微调模型,大幅降低服务成本而不影响吞吐量和延迟。 它由Predibase公司开发并开源,采用Apache 2.0许可证。
Predibase: The Developers Platform for Fine-tuning and Serving …
Our unique serving infra—powered by Turbo LoRA and LoRAX—enables you to cost-effectively serve many fine-tuned adapters on a single private serverless GPU at speeds 2-3x faster than alternatives. We also provide free shared serverless inference up to 1M tokens per day / 10M tokens per month for prototyping.
lorax - 支持在单个GPU上运行数千个微调模型的框架 - 懂AI
LoRAX提供预构建的Docker镜像、Kubernetes Helm图表和Prometheus指标，并兼容OpenAI API，支持多轮聊天对话和私有适配器。 免费商用，采用Apache 2.0许可。 LoRAX框架支持在单个GPU上运行数千个微调模型，有效降低服务成本且不影响吞吐量和延迟。
LoRAX: 革新大规模语言模型服务的多适配器推理框架 - 懂AI
lorax是一个创新的多lora适配器推理框架,能够在单个gpu上高效服务数千个微调模型,大幅降低服务成本,同时保持高吞吐量和低延迟。 本文深入介绍了LoRAX的核心特性、技术原理和使用方法,展示了其在大规模语言模型服务中的巨大潜力。
LoRA Exchange (LoRAX): Serve 100s of Fine-Tuned LLMs for
2023年10月18日 · LoRA Exchange (LoRAX) is a new approach to LLM serving infrastructure specifically designed for serving many fine-tuned models at once using a shared set of GPU resources. Compared with conventional dedicated LLM deployments, LoRAX consists of three novel components:
lorax学习资料汇总 - 支持千级微调模型的多LoRA推理服务器_单卡 …
2024年9月19日 · lorax(LoRA eXchange)是一个多LoRA推理服务框架,允许用户在单个GPU上部署数千个微调模型,大幅降低服务成本而不影响吞吐量和延迟。 它由Predibase公司开发并开源,采用Apache 2.0许可证。
LoRAX: 革新大规模语言模型服务的多适配器推理框架_vllm 多 …
2024年10月16日 · 随着大语言模型在各行各业的应用不断深入,lorax这样的工具将在推动ai技术的普及和落地方面发挥越来越重要的作用。 结语. lorax代表了大语言模型服务领域的一个重要创新。
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