Recap of H2O World India 2023: Advancements in AI and Insights from Industry Leaders
May 29, 2023 AI4Good Community H2O WorldOn 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 […]
Enhancing H2O Model Validation App with h2oGPT Integration
May 17, 2023 H2O Model Validation h2oGPTAs machine learning practitioners, we’re always on the lookout for innovative ways to streamline and enhance our processes. What if we could integrate the power of language models into our workflows, especially in the critical phase of model validation? Imagine running validation procedures, interpreting results, or even troubleshooting issues through intuitive, natural language interactions. In […]
Building a Manufacturing Product Defect Classification Model and Application using H2O Hydrogen Torch, H2O MLOps, and H2O Wave
May 15, 2023 H2O Hydrogen Torch H2O Wave Manufacturing MLOpsPrimary Authors: Nishaanthini Gnanavel and Genevieve Richards Effective product quality control is of utmost importance in the manufacturing industry. The presence of defective components can have adverse effects on various aspects, including escalating production costs, compromising product quality, diminishing product longevity, and leading to substantial resource wastage. However, by promptly identifying defects and implementing suitable […]
Insights from AI for Good Hackathon: Using Machine Learning to Tackle Pollution
May 10, 2023 HackathonAt H2O.ai, we believe technology can be a force for good, and we’re committed to leveraging its power to create a positive impact in the world. As part of this commitment, we recently organized an AI for Good Hackathon during the H2O World India event, where participants had the opportunity to apply their data science […]
Democratization of LLMs
May 8, 2023 Large language modelsEvery organization needs to own its GPT as simply as we need to own our data, algorithms and models. H2O LLM Studio democratizes LLMs for everyone allowing customers, communities and individuals to fine-tune large open source LLMs like h2oGPT and others on their own private data and on their servers. Every nation, state and city […]
Building the World’s Best Open-Source Large Language Model: H2O.ai’s Journey
May 3, 2023 Large language modelsAt H2O.ai, we pride ourselves on developing world-class Machine Learning, Deep Learning, and AI platforms. We released H2O, the most widely used open-source distributed and scalable machine learning platform, before XGBoost, TensorFlow and PyTorch existed. H2O.ai is home to over 25 Kaggle grandmasters, including the current #1. In 2017, we used GPUs to create the […]
Effortless Fine-Tuning of Large Language Models with Open-Source H2O LLM Studio
May 1, 2023 H2O LLM StudioWhile the pace at which Large Language Models (LLMs) have been driving breakthroughs is remarkable, these pre-trained models may not always be tailored to specific domains. Fine-tuning — the process of adapting a pre-trained language model to a specific task or domain—plays a critical role in NLP applications. However, fine-tuning can be challenging, requiring coding […]
What’s new in the latest release of H2O AI Hybrid Cloud?
April 25, 2023 Product UpdatesCheck out the complete release notes here! v23.01.0 | Apr 14, 2023 Upgraded Components Core Components AI App Storev0.22.0 The AI App Store is a platform for accessing and operationalizing AI/ML applications and services that are built using H2O Wave. The 23.01.0 Hybrid Cloud release introduces multiple UI enhancements to make the user experience more […]