加载中
正在获取最新内容,请稍候...
正在获取最新内容,请稍候...
SGLang is a fast serving framework specifically designed for large language models (LLMs) and vision language models (VLMs), optimizing inference performance and throughput.
SGLang is an open-source framework built to enable fast and efficient serving of large language models and vision language models, focusing on optimizing inference speed and throughput.
Serving large language and vision models efficiently and at scale is computationally expensive and challenging, often leading to high latency and operational costs. SGLang addresses this by providing a high-performance serving framework tailored for these models.
Achieves significantly lower latency and higher throughput compared to standard serving solutions for large models.
Supports a wide range of popular large language and vision language models.
Includes features for efficient batching and request scheduling to maximize hardware utilization.
SGLang is ideal for scenarios requiring high-performance, low-latency inference for large language and vision models.
Deploying LLMs or VLMs as part of a user-facing application API where response time is critical for user experience.
Provides faster response times for AI features, leading to a better user experience and higher engagement.
Handling a large volume of simultaneous requests for LLM/VLM inference, such as in a chatbot service or image captioning platform.
Maximizes the number of requests processed per second on given hardware, reducing infrastructure costs.
Deploying complex vision-language tasks that require processing both image and text inputs through a single model.
Efficiently serves integrated VLM models for sophisticated AI applications like visual question answering.
You might be interested in these projects
ImmortalWrt is an open-source embedded operating system based on OpenWrt, specifically tailored and optimized for users in mainland China, offering enhanced features, stability, and compatibility.
A web-based, collaborative LaTeX editor designed to simplify document creation and teamwork for academic writing, reports, presentations, and more.
coturn is a free open source implementation of TURN and STUN servers. It is used to facilitate NAT traversal for real-time communications applications like WebRTC, VoIP, and online gaming.