Document Classification with H2O VL Mississippi: A Quick Guide

In this tutorial, we'll explore using H2O.ai's Vision-Language model (H2OVL-Mississippi-800M) for document classification (for example, in document processing automation). Despite its relatively compact size of 0.8 billion parameters, this model demonstrates impressive capabilities in text recognition and document understanding tasks. ...

Agents | Building your first Agent step-by-step with h2oGPTe & LLM Chains

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

At H2O.ai, our mission has always been clear: to enable the responsible and scalable adoption of AI. As part of our commitment to providing our customers with the tools they need to build, test, and govern their AI systems effectively, we are announcing our latest collaboration with AI Verify Foundation. The AI Verify Foundation is a not...

AI for Climate Science: Insights from the LEAP Atmospheric Physics Competition

In April 2024, Kaggle hosted the LEAP-Atmospheric Physics using AI (ClimSim) competition. The competition aimed to use AI to improve climate modeling, challenging participants to develop machine learning models that could enhance climate projections and reduce uncertainty in future climate trends. The goal was to employ faster ML model...

Model Selection | Routing you to the best LLM

Learn how h2oGPTe routes user queries to the best LLM based on preferences for latency, cost, or accuracy for chat and retrieval augmented generation. Welcome to Enterprise h2oGPTe, your Generative AI platform for interacting with a wide range of LLMs for chat, document question answering with Retrieval Augmented Generation, new content ...

LLM DataStudio - V6.0 Release

H2O LLM DataStudio is a no-code application created to streamline data preparation tasks for Large Language Models (LLMs). The tool features three main components: Curate, Prepare, and Custom Eval. Curate - Conversion of documents (PDFs, DOC & audio/video files) into question-answer pairs and summarization pairs Prepare - Prepar...

Fine Tuning The H2O Danube2 LLM for The Singlish Language

Singlish is an informal version of English spoken in Singapore. The primary variations lie in the style and structure of the text, and inclusion of elements of Chinese and Malay. Though Singlish is the common tongue in Singapore, it isn’t well defined or formalized. We fine tuned H2O.ai’s Danube-2 1.8B LLM on Singlish instruction data, wi...

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

A new series of Small Language Models from H2O.ai, released under Apache 2.0 and ready to be fine-tuned for your specific needs to run offline and with a smaller footprint. Why Small Language Models? Like most decisions in AI and tech, the decision of which Language Model to use for your production use cases comes down to trade-offs. ...

H2O Release 3.46

We are excited to announce the release of H2O-3 3.46.0.1! Some of the highlights of this major release are that we added custom metric support for XGBoost, allowed grid search models to be sorted with custom metrics, and we enabled H2O MOJO and POJO to work with MLFlow. Several improvements were also made to the Uplift model (like MLI ...

Open-Weight AI Models: A Path to Responsible Innovation

The recent Request for Comments (RFC) issued by the National Telecommunications and Information Administration (NTIA) on open-weight AI models has sparked an important conversation about the future of AI. As we consider the potential benefits and risks associated with making AI model weights more accessible and transparent, it is clear ...

Transformando Empresas Latinoamericanas con Inteligencia Artificial: Estrategias y Perspectivas

En la actualidad podemos reconocer que hay una alta emoción en foros y publicaciones acerca del uso de inteligencia artificial (IA) en diferentes ámbitos empresariales, muchas veces se habla de los grandes cambios que conlleva el uso de la IA en procesos de negocios sin embargo estos casos de uso exitosos en su mayoría pertenecen a com...

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

GenAI AppStudio provides a no code way to take user sketches and generates the code for you. DEMO   Introducing GenAI AppStudio GenAI AppStudio is a no-code platform specifically crafted for non-technical users, to easily transform app ideas into reality with a few simple steps. One of its key features is the ability to sea...

H2O LLM DataStudio: V4.1 Release

H2O LLM DataStudio is a comprehensive no-code application designed to simplify data preparation tasks for Large Language Models (LLMs). This tool comprises three key components: Curate, Prepare, and Augment. Curate - Conversion of documents (PDFs, DOC & audio/video files) into question-answer pairs and summarization pairs Prepare ...