Large Language Models (LLMs) represent a revolution in AI. However, they also
pose many significant risks, such as the presence of biased, private,
copyrighted or harmful text. For this reason we need open, transparent and safe
solutions. We introduce a complete open-source ecosystem for developing and
testing LLMs. The goal of this project is to boost open alternatives to
closed-source approaches. We release h2oGPT, a family of fine-tuned LLMs from 7
to 70 Billion parameters. We also introduce H2O LLM Studio, a framework and
no-code GUI designed for efficient fine-tuning, evaluation, and deployment of
LLMs using the most recent state-of-the-art techniques. Our code and models are
licensed under fully permissive Apache 2.0 licenses. We believe open-source
language models help to boost AI development and make it more accessible and
trustworthy. The demo is available at: this https URL

介绍了一个完整的开源生态系统，用于开发和测试大型语言模型，目标是促进开放式替代闭源方法，通过 h2oGPT 和 H2O LLM Studio 提供基于 Apache 2.0 许可的代码和模型，以便更好地发展和访问 AI。

H2O 开放生态系统用于最先进的大型语言模型

H2O Open Ecosystem for State-of-the-art Large Language Models

Foundation Large Language Models (LLMs) such as GPT-4 represent a revolution
in AI due to their real-world applications though natural language processing.
However, they also pose many significant risks such as the presence of biased,
private, or harmful text, and the unauthorized inclusion of copyrighted
material.
We introduce h2oGPT, a suite of open-source code repositories for the
creation and use of Large Language Models (LLMs) based on Generative Pretrained
Transformers (GPTs). The goal of this project is to create the world's best
truly open-source alternative to closed-source GPTs. In collaboration with and
as part of the incredible and unstoppable open-source community, we open-source
several fine-tuned h2oGPT models from 7 to 40 Billion parameters, ready for
commercial use under fully permissive Apache 2.0 licenses. Included in our
release is 100% private document search using natural language.
Open-source language models help boost AI development and make it more
accessible and trustworthy. They lower entry hurdles, allowing people and
groups to tailor these models to their needs. This openness increases
innovation, transparency, and fairness. An open-source strategy is needed to
share AI benefits fairly, and H2O.ai will continue to democratize AI and LLMs.

介绍了一种基于 h2oGPT 平台的开源语言模型，旨在创建开源的比闭源 GPT 更好的大型语言模型，这将促进 AI 的发展并使其更加可靠和透明。