At #RaySummit2024 we talked about the 5 major trends in AI and how they are causing an AI Complexity Wall. We introduced the AI Compute Engine—the best way to break through this wall. The 5 AI trends: 1️⃣ Scale: AI compute needs are growing 5x yearly. 2️⃣ Multi-Modal Data: AI is expanding across data types. 3️⃣ Sophisticated Post-Training: AI training now involves complex optimization. 4️⃣ AI powers AI: AI Automation is transforming industries. 5️⃣ Compound AI and Agentic Systems: Multiple models increase infrastructure demands These trends are driving rapid innovation, pushing the limits of AI’s potential. But they’ve also led to an AI Complexity Wall 🚧, where scaling and managing infrastructure create new challenges. Ray breaks through this wall, providing powerful distributed computing that simplifies scaling and accelerates AI development. Those leveraging Ray are reshaping industries and solving massive real-world problems with cutting-edge AI ⚡ Anyscale is the Unified Compute Platform, empowering teams to scale, innovate, and succeed with Ray 🚀 AI is changing every industry. AI itself is changing. This change is powered by Ray. https://lnkd.in/g7CtaJ_J
Anyscale
Software Development
San Francisco, California 32,286 followers
Scalable compute for AI and Python
About us
Scalable compute for AI and Python Anyscale enables developers of all skill levels to easily build applications that run at any scale, from a laptop to a data center.
- Website
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https://anyscale.com
External link for Anyscale
- Industry
- Software Development
- Company size
- 51-200 employees
- Headquarters
- San Francisco, California
- Type
- Privately Held
- Founded
- 2019
Products
Anyscale
AIOps Platforms
The Anyscale Platform offers key advantages over Ray open source. It provides a seamless user experience for developers and AI teams to speed development, and deploy AI/ML workloads at scale. Companies using Anyscale benefit from rapid time-to-market and faster iterations across the entire AI lifecycle.
Locations
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Primary
San Francisco, California 94105, US
Employees at Anyscale
Updates
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Thrilled to announce the Anyscale Operator for Kubernetes 🎉 The Anyscale Operator supercharges Ray on your Kubernetes clusters by handling configurations, dependencies, and security, all while being highly customizable to fit seamlessly into YOUR existing AI platform. 🙌 Thankful to our launch partners Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Partners 🤝 Check out all the details in our latest blog: https://lnkd.in/gu94tmW8
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Anyscale is now available on both Amazon Web Services (AWS) and Google Cloud Partners Marketplaces! 🚀 Deploy Ray-powered applications on your cloud of choice with streamlined setup, integrated billing, and full Ray functionality. Learn more 👇 AWS Blog: https://lnkd.in/gHfTAesV GCP Blog: https://lnkd.in/gkTHsu3q
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Introducing Enterprise Governance and Observability on Anyscale! Anyscale's governance suite provides quota management, budgeting, and complete visibility into all of your AI workloads. Learn more in our blog: https://lnkd.in/gtXnr9V9
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This week we announced Anyscale’s hyper-optimized version of Ray - called RayTurbo. 1️⃣ RayTurbo is faster 2️⃣ RayTurbo slashes your AI costs 3️⃣ RayTurbo improves workload scaling 4️⃣ RayTurbo is efficient Blog: https://lnkd.in/ggAafHRy More details and benchmarks below👇 ▶️ RayTurbo's improved autoscaling adapts to your workloads in real time, delivering up to 5.1x FASTER scaling with reduced overhead. Launch nodes and download models with 70B parameters in just over a minute! Autoscaling Blog 🔗: https://lnkd.in/ghzyd_nc ▶️ RayTurbo slashes costs! 🤑 With an 8B parameter LLM, batch inference is 2.2x cheaper than OpenAI and 2.9x cheaper than Amazon Bedrock. In shared prompts situations, prompt caching increases the cost advantage, making it up to 6.1x cheaper than AWS Bedrock—even with batch pricing. 🤯 And the best part? These numbers were achieved WITHOUT H100s or A100s. These numbers were generated on widely available server GPUs. Namely, L4s and L40S 👊 Read more here: https://lnkd.in/gpkrM2nn ▶️ RayTurbo supercharges data processing 🚀 Anyscale’s implementation speeds up startup time by up to 4.5x compared to the same code on open-source Ray, while also supporting larger-scale datasets. This reduces overall dataset read time by 37%. 😱 In some scenarios, end-to-end data processing can be up to 7.7x faster on Anyscale than open-source Ray. ⚡ Blog here: https://lnkd.in/gengsHNY ▶️ With RayTurbo, your distributed applications will run faster, scale smarter, and handle data more efficiently than ever before. Sign up for a demo today: https://lnkd.in/gAYxqUJ3
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Ray Summit 2024 delivered impactful sessions and major product updates, shaping the future of AI and distributed computing. Check out our recap for the key announcements and innovations from the event. Blog 🔗 : https://lnkd.in/gXE4MNJi
Ray Summit 2024: Breaking Through the AI Complexity Wall
anyscale.com
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That's a wrap on #RaySummit2024 🎉 Thank you to all of our keynote speakers, breakout session leaders, lightning presenters, TAs, and staff for making this such a memorable three days. And thank you most of all to our attendees and Ray Community! You all are what make this possible. 🌟 Tell us, what was YOUR favorite part of Ray Summit?
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Anyscale reposted this
Building the growth engine at Anyscale | AI/ML | Pondering purpose people processes | Follow me for the journey building the best AI infra company
Wrapped up Day 1 with amazing keynotes and energy, with thousands attendees. Seeing all Ray users mingling and learning a lot is all #RaySummit is about. Day 2 here we go with Samsara, Recursion, Instacart, and OpenAI in keynotes! 🚀
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Had an amazing day one at #RaySummit2024! During the keynote, we announced exciting new features including: - RayTurbo: Anyscale's Optimized Ray Engine - The Anyscale Operator on Kubernetes - Ray Data in GA - Compiled Graphs Plus, Anyscale is now available on GCP and AWS Marketplaces 🎉 Tomorrow, we head into Ray Summit Day 2, where we'll hear from Instacart Co-Founder, Brandon Leonardo and OpenAI CPO, Kevin Weil. See you there!
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Catch the CUBE livestream all day today! On now: Runway's Anastasis Germanidis Next up: 2:30 – Uber's Zhitao Li 3:00 – Attentive's Christian Stano 3:30 – Recursion's Stephen MacKinnon 4:00 – Our very own Keerti Melkote and Robert Nishihara
We’re live at Anyscale #RaySummit2024 🎥 Analyst-led insights on #EnterpriseAI theCUBE.net Welcoming our first guest fresh off the keynote stage, #theCUBE hears from Runway co-founder and CTO Anastasis Germanidis, to discuss their latest launch, and AI’s impact in Hollywood. 🔴 Tune in now! https://lnkd.in/gJbxBxYe