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:
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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. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
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Sunday, March 3, 2024
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📌 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. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
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