Thu.Mar 28, 2024

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Mora: An Open Source Alternative to Sora

Analytics Vidhya

Introduction Generative AI, in its essence, is like a wizard’s cauldron, brewing up images, text, and now videos from a set of ingredients known as data. The magic lies in its ability to learn from this data and generate new, previously unseen content strikingly similar to the real thing. Image generation models like DALL-E have […] The post Mora: An Open Source Alternative to Sora appeared first on Analytics Vidhya.

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Prepping for the post-CIO chapter of a storied career

CIO Business Intelligence

It seems every week I’m on the phone with a CIO or other technology executive who’s either contemplating, on the verge of, or has recently gone through the process of retiring. Most struggle with it. They’ve been so heads-down doing the work that they’ve failed to properly and intentionally prepare themselves for this next chapter. On a recent episode of the Tech Whisperers podcast , I sat down with two former technology executives who’ve transitioned to “Chapter 2” in their career journeys wit

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Optimize Resource Usage with the Mixture of Experts and Grok-1

Analytics Vidhya

Introduction Large Language models (LLMs) can generate coherent and contextually relevant text since they are trained on extensive datasets and leveraging billions of parameters. This immense scale endows LLMs with emergent properties, such as nuanced understanding and generation capabilities across domains surpassing simpler models. However, these advantages come at the cost of high computational requirements […] The post Optimize Resource Usage with the Mixture of Experts and Grok-1 appe

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Swiss Federal Railways CIO relies more on AI than concrete

CIO Business Intelligence

Railway construction couldn’t be more laborious than in Switzerland, as the country consists almost exclusively of mountains, most of which are now spanned with bridges and riddled with holes, like the famous local cheese. The rail network is also the densest in Europe to the point where it can no longer be expanded because all the necessary areas are already fully utilized.

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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PII Detection and Masking in RAG Pipelines

Analytics Vidhya

Introduction In today’s data-driven world, safeguarding Personally Identifiable Information (PII) is paramount. PII encompasses data like names, addresses, phone numbers, and financial records, vital for individual identification. With the rise of artificial intelligence and its vast data processing capabilities, protecting PII while harnessing its potential for personalized experiences is crucial.

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Chart Snapshot: Barcode Plot

The Data Visualisation Catalogue

Also known as an Instance Chart, Strip Plot, Stripe Plot. Not to be confused with the very similar Warming Stripes visualisation. A Barcode Plot is a chart used to visualise the data distribution across multiple categories by plotting short stripes along an axis. Each stripe can represent a single data point or a count. There are two main kind of Barcode Plot: first, the kind that plots a series of “barcodes” to compare the distributions between various categories across a single dimension.