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Why LLMOps Is (Probably) Real
The jury is still out whether MLOps will survive as a discipline independent of DevOps. There are some who believe MLOps is real, and others who don’t. But what about LLMOps? There are indicators that practitioners nee Read more…
Beyond the Moat: Powerful Open-Source AI Models Just There for the Taking
ChatGPT and GPT-4 models get all the headlines these days. But if you look around, you’ll find capable open source models you can run yourself, for free, with no restrictions, with excellent performance. A Google resea Read more…
Birds Aren’t Real. And Neither Is MLOps
Are birds real? A group of 20-somethings tried to convince us they weren’t in the past few years, to varying degrees of success. And now a University of Washington professor wants us to believe that MLOps isn’t real, Read more…
The Perfect Storm: How the Chip Shortage Will Impact AI Development
This chip shortage has brought to light our dependency on hardware to run high-tech economies and the everyday lives of consumers. Today, chips can be found in everything from gaming consoles like Xbox Series, PlayStatio Read more…
‘Octomize’ Your ML Code
If you’re spending months hand-tuning your machine learning model to run well on a particular type of processor, you might be interested in a startup called OctoML, which recently raised $28 million to bring its innova Read more…
This Just In
SEATTLE, April 2, 2024 — OctoAI (formerly OctoML) today announced OctoStack, the industry’s first complete technology stack to serve generative AI models anywhere. Read more…
SEATTLE, Nov. 29, 2023 — OctoML announced the launch of its OctoAI Text Gen Solution to empower application builders to run and scale applications on their choice of Llama 2 Chat, Code Llama Instruct and Mistral Instruct models—all on one unified API endpoint. Read more…
SEATTLE, Nov. 8, 2023 — OctoML today launched “OctoAI Image Gen,” the industry’s first architecture for customizing image generation applications built on popular models, including Stable Diffusion. Read more…
SEATTLE, June 14, 2023 — OctoML today announced OctoAI, the industry’s first self-optimizing compute service for AI. The new platform offers developers a fully-managed cloud infrastructure designed to abstract away the complexity of building and scaling AI applications. Read more…