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...

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. ...

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 ...

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 ...

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 ...

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 ...

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...

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 able to...

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...

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...