Artificial Intelligence

Next step in generative AI — If you've been following the generative AI space, you have probably seen a lot of weird hands and a lot of text that makes no sense. But those days might end soon. With Midjourney's V5 we have seen a lot of improvement in the hands department.

In this article, you will learn about rewriting decision trees using a Differentiable Programming approach, as proposed by the NODE paper, enabling the reformulation of this model in a manner similar to Neural Networks. Deriving this formulation is an excellent exercise, as it raises many issues common when building and…

It’s been a week since Adobe announced Adobe Generative Fill for Photoshop. — The introduction of Adobe Generative Fill for Photoshop has sparked a new era of possibilities and unleashed a world of imagination for digital artists and designers and for the average user without design experience. If you haven’t come across Generative Fill yet, it’s a remarkable tool integrated into Adobe…

Unleash the lion. — Summarizing text is one of the many tasks ChatGPT is extremely good at. Give it a piece of content and ask for a summary. You will be surprised how quickly it responds with a well-written summary. But do not just ask for a summary. By customizing your prompt, you can…

Best Practices, Techniques, and Tools to Fully Understand Your Data — Introduction Exploratory Data Analysis (EDA) is the single most important task to conduct at the beginning of every data science project. In essence, it involves thoroughly examining and characterizing your data in order to find its underlying characteristics, possible anomalies, and hidden patterns and relationships. This understanding of your data is…

Leveraging the power of Large Language Models and the LangChain framework for an innovative approach to document querying — Amid the ceaseless hum of a bustling airport, Sarah was absorbed in the choreographed ballet of airplanes, their soaring ascents and elegant descents marking time as she awaited her connecting flight. With unoccupied hours stretching ahead, she decided to seize the moment. Clasping a warming cup of coffee, she claimed…

Here are some reasons to use Leonardo AI instead of Midjourney. — As you might know, Midjounrney stopped free image generation probably because of too many fake accounts created on Discord. Since Midjounrney access is limited to only paid subscribers now, I want to share with you another AI art tool that’s as good as Midjourney and it’s free — Leonardo AI. …

Summary In this article, we showcase a powerful new query engine ( SQLAutoVectorQueryEngine ) in LlamaIndex that can leverage both a SQL database as well as a vector store to fulfill complex natural language queries over a combination of structured and unstructured data. This query engine can leverage the expressivity of…

Fine-tuning models with billions of parameters is now possible on consumer hardware — Most large language models (LLM) are too big to be fine-tuned on consumer hardware. For instance, to fine-tune a 65 billion parameters model we need more than 780 Gb of GPU memory. This is equivalent to ten A100 80 Gb GPUs. …