Anyscale là một nền tảng tính toán thống nhất giúp dễ dàng phát triển, triển khai, và quản lý các ứng dụng AI và Python có khả năng mở rộng sử dụng Ray.
Bắt đầu với Serving và Fine Tuning Open Source LLMs với Anyscale Endpoints!
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Anyscale | Scalable Compute for AI and Python Tên công ty: Anyscale, Inc .
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Được đăng vào Tháng bảy 05 2024 bởi Emmett
Nâng cấp trợ lý trí tuệ nhân tạo của bạn với 13 đoạn mã Python mạnh mẽ - Toolify AI! Khám phá bí mật ngay bây giờ!
Lắng nghe mạng xã hội
Marc Andreessen on AI, Geopolitics, and the Regulatory Landscape | Ray Summit 2024
Marc Andresseen is the co-founder of Andressen Horowitz. In this interview, Marc dives deep into how AI will reinvent almost every product category we understand today and has the potential to reshape geopolitics, biology, and defense. Throughout the chat, Andreessen and Nishihara explore the technical challenges ahead, including the policy landscape, fights to outlaw open source AI, and lessons from Europe's history of technology innovation and regulation. -- Liked this video? Watch the full Day 1 Keynote: https://www.youtube.com/watch?v=jwZHJthQvXo or check out the Ray Summit breakout session recordings! -- 🔗 Connect with us: - Subscribe to our YouTube channel: https://www.youtube.com/@anyscale - Twitter: https://x.com/anyscalecompute - LinkedIn: https://linkedin.com/company/joinanyscale/ - Website: https://www.anyscale.com
Perplexity AI: How We Built the World's Best LLM-Powered Search Engine in 6 Months, w/ Less Than $4M
Perplexity.ai is the first of its kind LLM-powered answer engine that has established itself as the most accurate and useful research assistant for conversations and questions that require answers to be backed by facts and references. In this presentation, Aravind Srinivas, the founder and CEO, will go through the engineering challenges involved in getting there within the time and resource constraints and the opportunities that lie ahead in rethinking the most important software category of asking questions about anything and everything. About Anyscale --- Anyscale is the AI Application Platform for developing, running, and scaling AI. https://www.anyscale.com/ If you're interested in a managed Ray service, check out: https://www.anyscale.com/signup/ About Ray --- Ray is the most popular open source framework for scaling and productionizing AI workloads. From Generative AI and LLMs to computer vision, Ray powers the world’s most ambitious AI workloads. https://docs.ray.io/en/latest/ #llm #machinelearning #ray #deeplearning #distributedsystems #python #genai
Fast LLM Serving with vLLM and PagedAttention
LLMs promise to fundamentally change how we use AI across all industries. However, actually serving these models is challenging and can be surprisingly slow even on expensive hardware. To address this problem, we are developing vLLM, an open-source library for fast LLM inference and serving. vLLM utilizes PagedAttention, our new attention algorithm that effectively manages attention keys and values. vLLM equipped with PagedAttention achieves up to 24x higher throughput than HuggingFace Transformers, without requiring any model architecture changes. vLLM has been developed at UC Berkeley and deployed for Chatbot Arena and Vicuna Demo for the past three months. In this talk, we will discuss the motivation, features, and implementation of vLLM in depth, and present our future plan. About Anyscale --- Anyscale is the AI Application Platform for developing, running, and scaling AI. https://www.anyscale.com/ If you're interested in a managed Ray service, check out: https://www.anyscale.com/signup/ About Ray --- Ray is the most popular open source framework for scaling and productionizing AI workloads. From Generative AI and LLMs to computer vision, Ray powers the world’s most ambitious AI workloads. https://docs.ray.io/en/latest/ #llm #machinelearning #ray #deeplearning #distributedsystems #python #genai
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