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When to choose RAG or LoRA for training?

Mar 14, 2025 By Shailesh Manjrekar In Fabrix

When choosing between Retrieval-Augmented Generation (RAG) and Low-Rank Adaptation (LoRA) for model training, the decision hinges on your specific use case, resource constraints, and performance requirements. Here’s a structured comparison to guide your selection.

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DeepSeek's GRPO is the biggest breakthrough since transformers

Mar 14, 2025 By Shailesh Manjrekar In Fabrix

GRPO is a new reinforcement learning technique that replaces traditional methods like Proximal Policy Optimization (PPO) DeepSeek’s Group Relative Policy Optimization (GRPO) represents a paradigm shift in reinforcement learning (RL) for large language models, addressing key limitations of Proximal Policy Optimization (PPO) through innovative simplifications and efficiency gains. Here’s why GRPO stands out.

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Fabrix

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We Built a CLI Tool for Hosted Graphite - Here's How It Works!

Mar 14, 2025 By MetricFire In MetricFire

We'll walk through: Simple installation & setup Sending and querying metrics in seconds Seamless integration with your monitoring stack Ready to try it out? Install the Hosted Graphite CLI now: Give it a spin and let us know what you think in the comments!

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Runbook Automation v5.10 Release Notes

Mar 14, 2025 By PagerDuty In PagerDuty

Join us to hear and see what's new in Runbook Automation and Rundeck v5.10!

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How to use dynamic script forms like a ninja

Mar 14, 2025 By NinjaOne In NinjaOne

Join NinjaOne’s Jeff Hunter and Mark Giordano for a deep dive on dynamic script forms. This feature allows administrators to build custom forms, making it easy for technicians to provide input to powerful scripts without the need to be a coding expert.

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Edwin AI kicks off a new era of ITOps, powered by LogicMonitor and OpenAI

Mar 14, 2025 By LogicMonitor In LogicMonitor

I know you’ve been there: a critical system goes down, and suddenly, you’re in a war room, staring at a blizzard of alerts, conflicting logs, and a dozen theories pointing in different directions. Time slips by as you sift through fragmented data, chasing symptoms instead of solutions. Hours of digging later, all you have are more questions and a cup of lukewarm coffee. This isn’t just frustrating—it’s draining.

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AI at the Edge with #ubuntu & @RenesasPresents ! #Ubuntu #Renesas #ew25 #embeddedworld #iot

Mar 14, 2025 By Canonical In Canonical

At Embedded World 2025, we demonstrated how Ubuntu enables secure, scalable, and high-performance edge AI solutions. With Secure Boot, full disk encryption, and inference running directly on a CPU in kiosk mode, this setup showcases the future of embedded intelligence. How do you see AI at the edge transforming industries?

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Canonical

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How Engineering Leaders Can Supercharge Developer Productivity

Mar 14, 2025 By Civo In Civo

How do you boost developer productivity without burning out your team? At Civo Navigate San Francisco 2025, industry leaders discuss how engineering teams can improve workflows, ship quality code faster, and scale developer productivity. Join Benjie De Groot (Shipyard), Nathen Harvey (Google), Irina Nazarova (Evil Martians) and Solomon Hykes (Dagger, Docker) as they explore DORA metrics, DevEx, shift-left strategies, and tooling for high-impact engineering teams.

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Top 5 Things to Keep in Mind When Choosing an Agentic AI Based DevOps Copilot

Mar 14, 2025 By Nikhil Ravindran In OpsVerse

Looking to enhance automation, optimize your CI/CD pipeline, and improve infrastructure management all at the same time? Look no further than a Agentic AI based copilot. But choosing the right one requires a thoughtful, case-driven approach. From managing the costs associated with using large AI models to ensuring your copilot of choice actually delivers factual and reliable insights, it’s important to have all the information you need..

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