Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS
Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS
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Generative AI for enterprises

Seize the opportunities offered by Generative Artificial Intelligence. We support you with more than 20 years of AI experience and a broad portfolio for enterprises. Start with us where you are, whether you want to get an overview, work on concrete solutions, or plan the implementation in your infrastructures.

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Generative AI

Unleash the potential of a new generation of Artificial Intelligence

ChatGPT, BERT, LLaMA and more are already changing the way companies work. Generative AI will impact every industry and its value chain in the foreseeable future. Start now and take advantage of the opportunities offered by the new generation of Artificial Intelligence (AI). Our long-standing AI expertise includes training large AI language models and implementing AI solutions based on Generative AI. Based on this, we have developed a comprehensive offering for enterprises.

If you are planning to use Generative AI in the areas of text, speech, images, etc., we can provide you with support by either giving you an introduction to the topic, by identifying possible applications in your company or by helping with implementation and safeguarding in productive operation.

Find out more about our services for companies or arrange an initial meeting. We look forward to receiving your inquiry via the contact form.

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Our Generative AI offerings at a glance

Where do you start with us?

Whether you`re just getting started or already looking to implement specific generative AI use cases, our four-step offering – Inform, Plan, Implement, Secure – will meet you where you are.

Our services are designed for companies in a variety of industries that want to implement or advance AI applications based on foundation models, regardless of their current level of expertise.

 

Inform

  • Get a compact overview
  • Take advantage of our comprehensive data science training program
Learn more
 

Plan

  • Identify use cases for your business
  • Test large AI language models
  • Find the foundation model that works for you
Learn more
 

Implement

  • Test foundation models for your application
  • We develop customized and industry-specific solutions
Learn more
 

Secure

  • Safeguard your applications from risk
  • Deploy applications in your infrastructure

 

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Why you should work with us

As a leading applied research institute in the field of artificial intelligence, we are your vendor-independent partner with years of experience in the development and application of powerful and reliable AI systems.

Competence and neutrality

  • Many years of experience in different industries
  • Knowledge and use of various models
  • Neutral consultancy, vendor-independent model recommendation

German and niche languages

  • Leadership in building models in German language
  • Training of specific (programming) languages
  • Adaptation to specialized languages

 

Fact fidelity and reliability

  • Expertise in trustworthy AI and securing AI systems.
  • Trusted enterprise deployments, especially in sensitive areas such as healthcare, legal, and finance
  • Trusted MLOps support

Research activities and collaborations

Teuken-7B – the European, open, multilingual large language model

Companies from all industries can now implement AI applications with Teuken-7B - the large language model from the OpenGPT-X research project is now available to download free of charge as open source on Hugging Face: Teuken-7B-instruct-v0.4 is trained from scratch with the 24 official languages of the EU and has seven billion parameters.

Developers from research and companies can download Teuken-7B and adapt, supplement and further fine-tune it as a basis for their applications. After this step, a model is created that is optimized for specific use cases in the company.

Teuken-7B is available in two versions: »Teuken-7B-instruct-research-v0.4« can be used for research purposes, »Teuken-7B-instruct-commercial-v0.4« is available to companies for commercial purposes under the »Apache 2.0« license. The model has already been optimized for chat by »Instruction Tuning«.

 

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Blog series

Talking about ChatGPT

ChatGPT is everywhere these days, but why all the hype? Is ChatGPT really as groundbreaking as it claims to be?

Prof. Dr. Christian Bauckhage, Lead Scientist Machine Learning at Fraunhofer IAIS, Director of the Lamarr Institute and Professor of Computer Science at the University of Bonn, took a closer look at the hyped chatbot.

Read the blog
 

Publikation

"Foundation Models for Natural Language Processing"

Get a concise overview of the current state of the art and the various applications of foundation models by our experts free of charge.

Open Access Publication
 

Feasibility study

The LEAM initiative

In January 2023, the German AI Association published a feasibility study on "Large AI Models for Germany". It outlines the establishment of an AI ecosystem for the development and use of large AI models in Germany and Europe. Researchers from Fraunhofer IAIS were also involved in the study.

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