Today, we’re thrilled to announce the launch of our groundbreaking solution to the cold start problem for AI models in the cloud. Our engineering team has built a custom Docker registry and a containerd adapter that revolutionise the loading process. Written in Rust, our new Turbo Registry leverages the full networking and CPU capabilities of machines to achieve record-breaking container load times. 5GB, 10GB, and 20GB docker images now load in just 10.23, 14.75, and 23.72 seconds, compared to the traditional 82.21, 147, and 270.47 seconds. As AI model sizes and parameters grow, Turbo Registry ensures the efficiency and speed needed to keep pace. Experience the future of container loading with our cutting-edge solution. https://lnkd.in/dGtH94eD
Mystic AI
Software Development
The modular backend for your AI deployments; deploy models with speed, scale, reliability, and high-throughput, anywhere
About us
At Mystic, we make it extremely easy to run AI models. We're revolutionizing the way you build with AI, making infrastructure concerns a thing of the past. We understand that innovation in AI doesn't just hinge on crafting the perfect model. It's also about deployment, scalability, and speed. So why juggle between being a data scientist and a software engineer when you can excel at your core expertise? We take the hassle out of the equation, leaving you with the freedom to create. Open-source models have democratized AI, but deploying them in real-world applications still presents challenges. Companies often face a dilemma: get locked into a single cloud provider's ecosystem or invest heavily in building a proprietary ML platform. Both routes demand time, resources, and specialized skill sets. With Mystic's serverless API, we give you access to GPUs and CPUs to immediately run any AI model while paying only for the inference time. An extremely cost-effective way of running AI. Behind the scenes we are able to handle thousands of different models (each with its own environment) that require different distributing and scaling policies. This continuous usage leads to building an extremely robust ML platform that is suitable for hundreds of use-cases. Our enterprise solution takes it a step further, we take this robust ML platform and deploy it on your own infrastructure so you can have the same seamless experience of running AI models but with maximum security and privacy.
- Website
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https://www.mystic.ai/
External link for Mystic AI
- Industry
- Software Development
- Company size
- 11-50 employees
- Headquarters
- London
- Type
- Privately Held
- Founded
- 2019
- Specialties
- AI, MLOps, Infrastructure-as-a-service, SaaS, and ML cloud
Products
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Mystic AI
Data Science & Machine Learning Platforms
Mystic AI streamlines machine learning deployment by providing a highly intuitive ML deployment platform, that lets users deploy and generate API endpoints for any custom, fine tuned, open source ML model. Get started instantly, deploy ML models across cloud environments and providers without getting constrained by complex deployment processes and cloud provider specific tooling. Run on our serverless cloud, or on your own cloud. Our platform is designed to seamlessly optimise your ML infra for performance, scalability and cost effectiveness. Dive into safe, secure, and scalable ML deployments today.
Locations
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Primary
Get directions
London, GB
Employees at Mystic AI
Updates
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Mystic AI reposted this
We are excited to soon roll out the fastest Docker cold starts in the world to our customers! By utilising all available server resources, we can download containers at record speed, making them ready to start within seconds without any decompression required. Check out this video showing a 12GB Stable Diffusion model container being downloaded in under 10 seconds—a process that typically takes several minutes. We’re confident we can achieve even faster speeds in the near future. Stay tuned for more updates, and join the waitlist here: https://lnkd.in/et34aspp.
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Mystic AI reposted this
Been a month since London Tech Week 2024, here's a quick look back... Oscar Rovira
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Been a month since London Tech Week 2024, here's a quick look back... Oscar Rovira
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Over the past few weeks, our engineering team has been working really hard to build our proprietary Turbo Registry. Here's a few snapshots of Paul H. demoing it live at AI Tinkerers London last night. Cold starts are one of the main problems when running AI models in the cloud. Our new Turbo Registry and containerd plugin enable the full networking and CPU capabilities of a machine to be utilised to load containers in record-breaking times (loads a 10GB Docker image in less than 15 secs). Join our waitlist to be among the first to access this feature: https://lnkd.in/d8UMwbtv
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Mystic AI reposted this
Mystic AI has achieved record-breaking speed when loading AI models with docker. At speeds x8 faster than every cloud provider, we can load AI based Docker containers in under 15 seconds—this typically takes several minutes. The model loading (cold-start) problem is seen across the industry, but there's been little progress. When models load slowly, it ramps up server bills and creates a terrible user experience for your products. We're rolling out this new acceleration to our users over the coming weeks; you can sign up for the waitlist to be among the first to access it here: https://lnkd.in/et34aspp. For those interested in how: we created a new type of docker registry written in Rust, then rewrote how Kubernetes and containerd load images. This will be open-sourced later this year. #ai #rust #kubernetes #k8s #mystic #docker #llm #genai
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Been a very busy, exciting, and successful week for Team Mystic at London Tech Week 2024. Thank you to everyone who stopped by and spoke to us at our booth. See you next year! If you'd like to schedule a demo with our team, feel free to reach out to Oscar Rovira or James Dowling
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Mystic AI reposted this
If you’re at London tech week and want to speak drop me a message!
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If you're in London next week, stop by Kensington Olympia for London Tech Week. Meet fascinating people, engage in exciting discussions, and gain some valuable insights. Find team Mystic at stand P146 and feel free to drop a line to Oscar Rovira to set up a live demo 🚀 #LondonTechWeek #MysticAI #IaaS #BYOC
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