Stephen Bolton

Large Language Models (#LLMs) are evolving rapidly, and the demand for running them at scale is skyrocketing. #Ollama is stepping up to meet this need with its official container image on Docker Hub, excelling in local #deployments. However, there’s a catch for containerized environments: downloading #models requires the ollama serve command to be running within the #container. This extra step complicates automated deployments via #CI #CD #pipelines, making seamless model access challenging. To take your #model to production, it needs to be #container-ready—a feature Ollama has yet to fully support. The gap in #AIOps for smooth deployments gets blurred with the inference services available as an easy way to take it to production. Goal is to overcome obstacles and deliver solutions 😉 so here is to get you started on having your (O)#llama #production ready in a private #deployment from your #local to #cloud all in #oneshot . Enjoy Medium: https://lnkd.in/g9jqBQ8d dev.to: https://lnkd.in/gi_gGwam #AI #LLM #Ollama #llama3 #phi3 #mistral #S6overlay #AIOps #CI #CD #oneshot #container #docker #podmanEnjoy

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One of the challenges of incorporating AI into systems is that in some respects it's very similar to traditional software development, and in other respects it is not. Our software supply chain teams have been working for some time on how to translate software supply chain principles and practices to fit the needs of the AI supply chain. I'm very proud of the work our team and partners have done here. This report describes the key insights they have made. #ai #hardening

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Truth. This blog articulates the shortcomings of most tiered storage solutions in delivering predictable performance at scale. Without some rebuild that harnesses cloud primitives like AWS S3 and GCP GCS, mere incremental adjustments to existing products won't adequately serve users. From a product manager's perspective, sometimes incremental adjustments isn't a path to sustainable product adoption and success.

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Over the course of each month, I spend a few moments each day or so collecting interesting links, and then, at the end of the month, I bundle them (with the help of some nifty automation scripts) into an easily digestible reading list. Here's everything that I found interesting in May 2024 about machines behaving intelligently: #qfm #quantumfaxmachine #blog #machine #intelligence #ai #genai https://lnkd.in/eJ53sJcm

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We're not always collaborating when we think we are. This is interesting approach to the scale/model which describes three levels between which each collaboration moves. https://lnkd.in/dWPjfSsX

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Don't wait too long to consider QA for your projects, playing catch up is never fun or financially practical. If you're looking to build your team or need to ramp up to finish a project, let us handle this for you. Fractional resource options available for tight budgets or needed versatility. #QualityAssurance #QA #ProjectManagement #ResourceManagement #FractionalResource #BudgetFriendly #Versatility

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TimeRequest Automated Validation Rules are a powerful TimeControl function! Create conditional time off request approval paths right inside TimeControl.

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Want to speed up your API development time? See below and take it for a spin. Ambassador

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Over the course of each month, I spend a few moments each day or so collecting interesting links, and then, at the end of the month, I bundle them (with the help of some nifty automation scripts) into an easily digestible reading list. Here's everything that I found interesting in May 2024 about the Elixir programming ecosystem: #qfm #quantumfaxmachine #blog #elixir https://lnkd.in/eVwqy6Tf

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It's exciting times for the CloudBees Platform! In our latest blog we explore how you can set up a cloud-native CI/CD workflow in just 2 minutes! 🚀 As a part of the CloudBees team, I can confidently say this is a game-changer for developers looking to streamline their build and deployment processes. The ease and efficiency our platform provides allow you to focus more on innovation and less on the tedious setups. Curious to know how we do it? Check out the step-by-step guide in our blog post! #DevOps #CloudNative #Innovation #ContinuousIntegration #SoftwareDevelopment

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Great interview with the folks from Techstrong TV and Rory Blundell from Gravitee. Gravitee Federated APIM is taking the API world by storm…and for good reason! Listen to the interview to learn more 🎧 #AnyAPI #AnyGateway #AnyBroker

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Learn how PerfectScale + Karpenter can provide an additional 30 to 50% in cost reductions on top of what can be achieved with Karpenter alone. https://hubs.la/Q02ywfZ90 #kubernetes

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Imagine this - you're onboarding a new engineer onto a codebase, and they hit every error/exception after every CLI command. They're trapped in the proverbial "config hell". Then a security vulnerability for their toolchain comes out, and they have to go through "config hell" all over again! And then when it's finally working, they realize they need more compute, load their application onto some beefy cloud hardware --- but forget to turn it off ($$$!!) Multiply this problem by the number of engineers you're onboarding/supporting and this is the nightmare scenario of wasted time and money for Enterprise CTOs/CIOs. Coder solves these problems with it's Cloud IDE -- getting engineers to their 'flow state' faster. Thrilled to enable developer productivity with the Coder team.

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Super excited to see this announcement for professional *and* personal reasons. On the professional side, having powerful backup and restore capabilities for the super-popular monday.com SaaS service available in R-Cloud is very helpful for monday customers that need protection against accidental or malicious deletes of their monday.com boards and items, and it's built by our development partner Avisi Apps. Personally, because this development relationship started about a year ago when I noticed a LinkedIn update (https://lnkd.in/gH3YvRth) from Gert-Jan van de Streek about his visit to Atlassian Team last year. HYCU was there as well, but did not run into Gert-Jan who I went to college with in the Netherlands, now over 25 years ago. We started talking about what HYCU does for Atlassian, and how this could help Avisi build out protection for their Atlassian customers. Gert-Jan mentioned they do a lot for monday.com as well, so I asked if they would be interested in developing the R-Cloud Module for monday.com. And that's how this all started :)

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This article provides a helpful, straightforward explanation of the options for improving the output of LLMs for specific types of use cases - worth a read.

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💡 Today, Conduktor unveils a significant release by extending our Self-service framework for Kafka resource lifecycle management. Application developers can now manage Topic resource lifecycle through IaC, with Platform administrators able to put in place Topic Policies that restrict expensive configurations and enforce naming standards. Metadata labels drive exposure of topics in the Topic Catalog, which our Console reconciles with CLI operations to aid data discovery and cross-team data sharing. Overall, the framework promotes better collaboration between Platform teams and Application developers working in the Kafka ecosystem.

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Want to supercharge your database performance? Actian Zen has you covered with its latest enhancements. Discover how these updates can benefit your business in Actian's newest blog post.

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You want to tailor an LLM to your needs, now what? It’s time to start fine-tuning for a specific task. In this discussion, Varun Grover shares an overview of the fine-tuning process, use cases, and best practices. Watch now: https://vrt.as/4aTOSMY

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The Smartling team couldn't be more excited to introduce the AI Translation Toolkit: a suite of AI translation features designed to reduce translation costs and improve linguist performance. This feature allows #localization teams to leverage AI to streamline translation processes, without sacrificing quality. Reach out to your Smartling Customer Success Manager to learn about how the AI Translation Toolkit can improve the performance of your translators. #aitranslation #smartling #l10n #ailocalization #translatortools

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