KServe Integrations

Docker streamlines tedious configuration processes and is utilized across the entire development lifecycle, facilitating swift, simple, and portable application creation on both desktop and cloud platforms. Its all-encompassing platform features user interfaces, command-line tools, application programming interfaces, and security measures designed to function cohesively throughout the application delivery process. Jumpstart your programming efforts by utilizing Docker images to craft your own distinct applications on both Windows and Mac systems. With Docker Compose, you can build multi-container applications effortlessly. Furthermore, it seamlessly integrates with tools you already use in your development workflow, such as VS Code, CircleCI, and GitHub. You can package your applications as portable container images, ensuring they operate uniformly across various environments, from on-premises Kubernetes to AWS ECS, Azure ACI, Google GKE, and beyond. Additionally, Docker provides access to trusted content, including official Docker images and those from verified publishers, ensuring quality and reliability in your application development journey. This versatility and integration make Docker an invaluable asset for developers aiming to enhance their productivity and efficiency.

Zillow stands out as the premier marketplace for real estate and rentals, focusing on empowering users with essential data, insight, and knowledge about their homes while also facilitating connections with top local professionals for assistance. The platform encompasses the entire spectrum of homeownership and living experiences, including buying, selling, renting, financing, and remodeling. At its core is a comprehensive database featuring over 110 million U.S. homes, which includes properties for sale, rent, and even those not on the market, alongside tools like Zestimate home values and Rent Zestimates. Furthermore, Zillow boasts a highly popular range of mobile real estate applications, offering more than twenty different apps available across all major operating systems. This extensive reach and user-friendly design make Zillow an indispensable resource for anyone navigating the housing market.

Kubernetes (K8s) is a powerful open-source platform designed to automate the deployment, scaling, and management of applications that are containerized. By organizing containers into manageable groups, it simplifies the processes of application management and discovery. Drawing from over 15 years of experience in handling production workloads at Google, Kubernetes also incorporates the best practices and innovative ideas from the wider community. Built on the same foundational principles that enable Google to efficiently manage billions of containers weekly, it allows for scaling without necessitating an increase in operational personnel. Whether you are developing locally or operating a large-scale enterprise, Kubernetes adapts to your needs, providing reliable and seamless application delivery regardless of complexity. Moreover, being open-source, Kubernetes offers the flexibility to leverage on-premises, hybrid, or public cloud environments, facilitating easy migration of workloads to the most suitable infrastructure. This adaptability not only enhances operational efficiency but also empowers organizations to respond swiftly to changing demands in their environments.

IBM Cloud® offers features that enhance both business agility and resilience, allowing users to discover a platform that provides 2.5 times the value. Tailored for various industries, it emphasizes security and the flexibility to develop and operate applications in any environment. The platform facilitates the transformation of business workflows through the integration of automation and artificial intelligence. Furthermore, it boasts a robust technology partner ecosystem that addresses specific industry demands, leveraging deep expertise and tailored solutions. Its processes are automated and auditable, ensuring compliance and efficiency. With unique functionalities ensuring top-tier cloud security and monitoring, users benefit from a uniform security and control framework across all applications. Additionally, its containerized solutions foster seamless DevOps practices, automation, data management, and security enhancements. The platform offers streamlined integration along with a consistent application development lifecycle, making it user-friendly. Beyond these features, IBM Cloud harnesses advanced technologies such as IBM Watson®, analytics, the Internet of Things (IoT), and edge computing, enabling businesses to innovate and stay ahead of the competition.

NAVER Corporation stands as the leading Internet enterprise in South Korea, managing the country's foremost search engine, Naver, along with the largest children's platform, Jr. Naver, and the pioneering online donation site, Happybean. From its foundation in search services, NAVER has expanded to offer a diverse array of innovative and user-friendly online solutions that enhance everyday life for its users. Multiple surveys indicate that the company is recognized globally as a prominent figure in the online services sector. NAVER has solidified its position as the largest Internet company in Korea based on net profit, a remarkable achievement driven by its strategic initiatives to establish reliable revenue sources within its main offerings, including advertising linked to search and pay-to-play gaming options. The company has also transcended its domestic market, not only garnering a strong reputation in neighboring countries like Japan and China but also actively pursuing international expansion by establishing branches overseas. This commitment to growth signifies NAVER's ambition to become a global leader in the digital landscape.

Bloomberg stands as the premier authority in global business and financial information, delivering news and insights that shape the industry. By leveraging cutting-edge technology, we link decision-makers to precise financial market data, enabling them to make informed and swift choices. While many corporations seek a clear mission, Bloomberg was established with a definitive purpose: to positively impact the world. This commitment is evident in our innovative products that have sparked a lasting transformation in the financial landscape. Our dedication extends to our employees, as we prioritize their development throughout their professional journeys. Furthermore, our initiatives demonstrate how we utilize our resources, expertise, and profits to bring about meaningful change globally through the influence of data. We firmly believe that profit and ethical principles coexist harmoniously; they complement each other effectively. Ultimately, prioritizing integrity for our team, clients, communities, and the environment not only aligns with our values but also serves as the foundation for our business success. Our vision continues to inspire and challenge us to aim higher.

Simplify your MLOps pipelines. ZenML allows you to manage, deploy and scale any infrastructure. ZenML is open-source and free. Two simple commands will show you the magic. ZenML can be set up in minutes and you can use all your existing tools. ZenML interfaces ensure your tools work seamlessly together. Scale up your MLOps stack gradually by changing components when your training or deployment needs change. Keep up to date with the latest developments in the MLOps industry and integrate them easily. Define simple, clear ML workflows and save time by avoiding boilerplate code or infrastructure tooling. Write portable ML codes and switch from experiments to production in seconds. ZenML's plug and play integrations allow you to manage all your favorite MLOps software in one place. Prevent vendor lock-in by writing extensible, tooling-agnostic, and infrastructure-agnostic code.

The Kubeflow initiative aims to simplify the process of deploying machine learning workflows on Kubernetes, ensuring they are both portable and scalable. Rather than duplicating existing services, our focus is on offering an easy-to-use platform for implementing top-tier open-source ML systems across various infrastructures. Kubeflow is designed to operate seamlessly wherever Kubernetes is running. It features a specialized TensorFlow training job operator that facilitates the training of machine learning models, particularly excelling in managing distributed TensorFlow training tasks. Users can fine-tune the training controller to utilize either CPUs or GPUs, adapting it to different cluster configurations. In addition, Kubeflow provides functionalities to create and oversee interactive Jupyter notebooks, allowing for tailored deployments and resource allocation specific to data science tasks. You can test and refine your workflows locally before transitioning them to a cloud environment whenever you are prepared. This flexibility empowers data scientists to iterate efficiently, ensuring that their models are robust and ready for production.

VLLM is an advanced library tailored for the efficient inference and deployment of Large Language Models (LLMs). Initially created at the Sky Computing Lab at UC Berkeley, it has grown into a collaborative initiative enriched by contributions from both academic and industry sectors. The library excels in providing exceptional serving throughput by effectively handling attention key and value memory through its innovative PagedAttention mechanism. It accommodates continuous batching of incoming requests and employs optimized CUDA kernels, integrating technologies like FlashAttention and FlashInfer to significantly improve the speed of model execution. Furthermore, VLLM supports various quantization methods, including GPTQ, AWQ, INT4, INT8, and FP8, and incorporates speculative decoding features. Users enjoy a seamless experience by integrating easily with popular Hugging Face models and benefit from a variety of decoding algorithms, such as parallel sampling and beam search. Additionally, VLLM is designed to be compatible with a wide range of hardware, including NVIDIA GPUs, AMD CPUs and GPUs, and Intel CPUs, ensuring flexibility and accessibility for developers across different platforms. This broad compatibility makes VLLM a versatile choice for those looking to implement LLMs efficiently in diverse environments.

Software transforms a vehicle into a smart machine, and the NVIDIA DRIVE™ Software stack serves as an open platform that enables developers to effectively create and implement a wide range of advanced autonomous vehicle applications, such as perception, localization and mapping, planning and control, driver monitoring, and natural language processing. At the core of this software ecosystem lies DRIVE OS, recognized as the first operating system designed for safe accelerated computing. This system incorporates NvMedia for processing sensor inputs, NVIDIA CUDA® libraries to facilitate efficient parallel computing, and NVIDIA TensorRT™ for real-time artificial intelligence inference, alongside numerous tools and modules that provide access to hardware capabilities. The NVIDIA DriveWorks® SDK builds on DRIVE OS, offering essential middleware functions that are critical for the development of autonomous vehicles. These functions include a sensor abstraction layer (SAL) and various sensor plugins, a data recorder, vehicle I/O support, and a framework for deep neural networks (DNN), all of which are vital for enhancing the performance and reliability of autonomous systems. With these powerful resources, developers are better equipped to innovate and push the boundaries of what's possible in automated transportation.

We create essential products that support entire nations. With over 2 million driver partners, we have collectively completed around 13,000 journeys to the moon and back. As one of Southeast Asia's leading fintech companies, we ensure that transactions are seamless and cashless. You can easily stock up on food, groceries, medications, electronics, and much more—all from the comfort of your home. Enjoy binge-watching your favorite shows, reserving tickets for movies and events, and playing games without any hassle! For business owners, manage your restaurants, advertise, and launch promotions effortlessly. Gojek serves as a comprehensive app for all your everyday requirements, including food delivery, transportation, and payment solutions. Additionally, Gojek is committed to a social mission aimed at enhancing the livelihoods and welfare of the Indonesian population. If you need reliable transportation across the city or are looking to earn while driving, Gojek is your go-to ride-hailing app that strives to improve your commuting experience significantly. Our aim is to transform the way you experience daily tasks and services.