H2O.ai Blog
Filter By:
10 results Category: Year:
Introducing the H2O GenAI App Store: A Playground of Generative AI Innovation
As the world becomes increasingly interconnected and reliant on data-driven decisions, the need for powerful and innovative AI solutions has never been more critical. At H2O.ai, we've been at the forefront of AI and machine learning for the last decade, providing you with the tools and platforms to harness the power of data. Today, we're ...
Read more
Introducing the H2O GenAI App Store: A Playground of Generative AI Innovation
As the world becomes increasingly interconnected and reliant on data-driven decisions, the need for powerful and innovative AI solutions has never been more critical. At H2O.ai, we've been at the forefront of AI and machine learning for the last decade, providing you with the tools and platforms to harness the power of data. Today, we're ...
Read more
Apresentamos a H2O GenAI App Store: um Playground de Inovação em Inteligência Artificial Generativa.
This blog was originally published in English here: https://h2o.ai/blog/2023/gen-ai-app-store/ À medida que o mundo se torna cada vez mais interconectado e dependente de decisões orientadas por dados, a necessidade de soluções de IA poderosas e inovadoras nunca foi tão crítica. Na H2O.ai, estivemos na vanguarda da IA e do aprendizado de ...
Read more
Presentamos la H2O GenAI App Store: Un Playground de Innovación en Inteligencia Artificial Generativa.
This blog was originally published in English here: https://h2o.ai/blog/2023/gen-ai-app-store/ A medida que el mundo se vuelve cada vez más interconectado y dependiente de decisiones basadas en datos, la necesidad de soluciones de inteligencia artificial (IA) potentes e innovadoras nunca ha sido tan crítica. En H2O.ai, hemos estado a la ...
Read more
Boosting LLMs to New Heights with Retrieval Augmented Generation
Businesses today can make leaps and bounds to revolutionize the way things are done with the use of Large Language Models (LLMs). LLMs are widely used by businesses today to automate certain tasks and create internal or customer-facing chatbots that boost efficiency. Challenges with dynamic adaption of LLMs As with any new hyped-up thi...
Read more
Entrenando Tu Propio LLM Sin Programación
This blog was originally published in English here: https://www.analyticsvidhya.com/blog/2023/09/training-your-own-llm-without-coding/ Introducción La Inteligencia Artificial Generativa, un campo fascinante que promete revolucionar cómo interactuamos con la tecnología y generamos contenido, ha causado sensación en el mundo. En este artí...
Read more
H2O LLM DataStudio Part II: Convert Documents to QA Pairs for fine tuning of LLMs
Convert unstructured datasets to Question-answer pairs required for LLM fine-tuning and other downstream tasks with H2O LLM Data Studio Curate. Every organization needs to own its GPT as simply as it needs to bring its data, algorithms, and models (read more here). A common problem we see in organizations is that they want to be able to...
Read more
Testing Large Language Model (LLM) Vulnerabilities Using Adversarial Attacks
Adversarial analysis seeks to explain a machine learning model by understanding locally what changes need to be made to the input to change a model’s outcome. Depending on the context, adversarial results could be used as attacks, in which a change is made to trick a model into reaching a different outcome. Or they could be used as an exp...
Read more
H2O LLM EvalGPT: A Comprehensive Tool for Evaluating Large Language Models
In an era where Large Language Models (LLMs) are rapidly gaining traction for diverse applications, the need for comprehensive evaluation and comparison of these models has never been more critical. At H2O.ai, our commitment to democratizing AI is deeply ingrained in our ethos, and in this spirit, we are thrilled to introduce our innovati...
Read more
Generating LLM Powered Apps using H2O LLM AppStudio – Part1: Sketch2App
sketch2app is an application that let users instantly convert sketches to fully functional AI applications. This blog is Part 1 of the LLM AppStudio Blog Series and introduces sketch2app The H2O.ai team is dedicated to democratizing AI and making it accessible to everyone. One of the focus areas of our team is to simplify the adoption of...
Read more