H2O.ai Blog

Introducing the h2oGPTe GitHub Action

5 Takeaways from TD Bank and H2O.ai on the Future of Agentic AI in Banking

How NIH Created a Secure AI Assistant That Reduces IT Service Ticket Volume and Preserves Federal Compliance with H2O.ai

The Evolution of AI in Banking: Key Insights from Industry Experts

H2O.ai Tops the General AI Assistant (GAIA) Test

Agentic AI at Scale: Unlocking Enterprise Value with Domain-Specific LLMs and Exabyte Data

The Battle for AI: Why Open Source Will Win | H2O.ai

H2O.ai Tops GAIA Leaderboard: A New Era of AI Agents

H2O.ai Announces Collaboration with AI Verify Foundation to Drive Responsible AI Adoption at Scale in Singapore

LLM DataStudio - V6.0 Release

H2O LLM DataStudio: V5.0 Release: Automatically Create your own Evaluation datasets (Custom RAG Evals)

Announcing H2O Danube 2: The next generation of Small Language Models from H2O.ai

Open-Weight AI Models: A Path to Responsible Innovation

H2O.ai response to the recent Request for Comments (RFC) issued by the National Telecommunications and Information Administration (NTIA) on open-weight AI models.

Transformando Empresas Latinoamericanas con Inteligencia Artificial: Estrategias y Perspectivas

Unlocking GenAI Magic: GenAI AppStudio Revolutionizes App Development with LLMs! (Part 2)

H2O LLM DataStudio: V4.1 Release

Introducing the H2O GenAI App Store: A Playground of Generative AI Innovation

Apresentamos a H2O GenAI App Store: um Playground de Inovação em Inteligência Artificial Generativa.

Presentamos la H2O GenAI App Store: Un Playground de Innovación en Inteligencia Artificial Generativa.

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 thing that […]

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...

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 […]

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...

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...

Winner's Insight: Navigating the Parkinson's Disease Prediction Challenge with AI

Parkinson’s disease, a condition affecting movement, cognition, and sleep, is escalating rapidly. By 2037, it is projected that around 1.6 million U.S. residents will be confronting this disease, resulting in significant societal and economic challenges. Studies have hinted that disruptions in proteins or peptides could be instrumental in...

Generating LLM Powered Apps using H2O LLM AppStudio – Part1: Sketch2App

Recap of H2O World India 2023: Advancements in AI and Insights from Industry Leaders

On April 19th, the H2O World made its debut in India, marking yet another milestone in its global journey. The conference gathered an array of notable experts and enthusiasts from deep learning, artificial intelligence, and data science. A broad spectrum of topics was covered, shedding light on the strides made in AI technology and its ...

Insights from AI for Good Hackathon: Using Machine Learning to Tackle Pollution

AI and Humans Combating Extinction Together with Dr. Tanya Berger-Wolf

Dr. Tanya Berger-Wolf , Co-Founder and Director of AI for conservation nonprofit Wild Me , takes the stage at H2O World Sydney 2022 to discuss AI solutions for wildlife conservation, connecting data, people, and machines. AI can turn a massive collection of images into high-resolution information databases about wildlife, enabling scienti...