Edge 376: The Creators of Vicuna and Chatbot Arena Built SGLang for Super Fast LLM Inference
Was this email forwarded to you? Sign up here Edge 376: The Creators of Vicuna and Chatbot Arena Built SGLang for Super Fast LLM InferenceCreated by LMSys, the framework provides a tremendous optimizations to improve the inference times in LLMs by 5x.
Chat remains the main interaction pattern to interact with LLMs. While chatting provides an interactive way to invoke LLMs real applications require much complex workflows. To cater to this need, several programming systems have been developed. These systems range from high-level libraries with ready-to-use modules to more adaptable pipeline programming frameworks. Additionally, there are languages focused on managing a single prompt, enhancing control over the LLM’s output. However, more integrated approaches that operated at lower levels of the LLM stack might provide a different optimization vector. This is the core thesis behind a new open source project from Berkeley University called SGLang. SGLang stands for Structured Generation Language for LLMs. SGLang is designed to streamline interactions with LLMs, making them quicker and more manageable. It integrates the backend runtime system with frontend languages for better control. SGLang is based on two fundamental components:... Subscribe to TheSequence to read the rest.Become a paying subscriber of TheSequence to get access to this post and other subscriber-only content. A subscription gets you:
|
Older messages
The Sequence Chat: Yohei Nakajima on Creating BabyAGI, Autonomous Agents and Investing in Generative AI
Wednesday, March 6, 2024
The creator of one of the most popular open source generative AI projects shares his views about AI tech, investing and the future. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
Edge 375: Meta's System 2 Attention is a Very Unique LLM Reasoning Method
Tuesday, March 5, 2024
The method has been inspired by cognitive psychology and has immediate impact in LLM reasoning. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
Text-to-Video Games and 1-Bit Models: Two Monumental Generative AI Research Milestones in One Week
Sunday, March 3, 2024
Two papers that open new possibilities for generative AI. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
📌 You're invited to GenAI Productionize 2024
Friday, March 1, 2024
Don't miss this industry-first summit on productionizing enterprise generative AI ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
Edge 374: Some Technical Details we Learned About OpenAI's Sora
Thursday, February 29, 2024
The text-to-video model that astonished the world includes several clever engineering optimizations. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
You Might Also Like
Re: Hackers may have stolen everyone's SSN!
Saturday, November 23, 2024
I wanted to make sure you saw Incogni's Black Friday deal, which is exclusively available for iPhone Life readers. Use coupon code IPHONELIFE to save 58%. Here's why we recommend Incogni for
North Korean Hackers Steal $10M with AI-Driven Scams and Malware on LinkedIn
Saturday, November 23, 2024
THN Daily Updates Newsletter cover Generative AI For Dummies ($18.00 Value) FREE for a Limited Time Generate a personal assistant with generative AI Download Now Sponsored LATEST NEWS Nov 23, 2024
📧 Building Async APIs in ASP.NET Core - The Right Way
Saturday, November 23, 2024
Building Async APIs in ASP .NET Core - The Right Way Read on: my website / Read time: 5 minutes The .NET Weekly is brought to you by: Even the smartest AI in the world won't save you from a
WebAIM November 2024 Newsletter
Friday, November 22, 2024
WebAIM November 2024 Newsletter Read this newsletter online at https://webaim.org/newsletter/2024/november Features Using Severity Ratings to Prioritize Web Accessibility Remediation When it comes to
➡️ Why Your Phone Doesn't Want You to Sideload Apps — Setting the Default Gateway in Linux
Friday, November 22, 2024
Also: Hey Apple, It's Time to Upgrade the Macs Storage, and More! How-To Geek Logo November 22, 2024 Did You Know Fantasy author JRR Tolkien is credited with inventing the main concept of orcs and
JSK Daily for Nov 22, 2024
Friday, November 22, 2024
JSK Daily for Nov 22, 2024 View this email in your browser A community curated daily e-mail of JavaScript news React E-Commerce App for Digital Products: Part 4 (Creating the Home Page) This component
Spyglass Dispatch: The Fate of Chrome • Amazon Tops Up Anthropic • Pros Quit Xitter • Brave Powers AI Search • Apple's Lazy AI River • RIP Enrique Allen
Friday, November 22, 2024
The Fate of Chrome • Amazon Tops Up Anthropic • Pros Quit Xitter • Brave Powers AI Search • Apple's Lazy AI River • RIP Enrique Allen The Spyglass Dispatch is a free newsletter sent out daily on
Charted | How the Global Distribution of Wealth Has Changed (2000-2023) 💰
Friday, November 22, 2024
This graphic illustrates the shifts in global wealth distribution between 2000 and 2023. View Online | Subscribe | Download Our App Presented by: MSCI >> Get the Free Investor Guide Now FEATURED
Daily Coding Problem: Problem #1616 [Easy]
Friday, November 22, 2024
Daily Coding Problem Good morning! Here's your coding interview problem for today. This problem was asked by Alibaba. Given an even number (greater than 2), return two prime numbers whose sum will
The problem to solve
Friday, November 22, 2024
Use problem framing to define the problem to solve This week, Tom Parson and Krishna Raha share tools and frameworks to identify and address challenges effectively, while Voltage Control highlights