» Faster and more efficient with LLMs «
In an increasingly digitalised world, the use of advanced artificial intelligence (AI) opens up enormous opportunities for companies.
We provide support from the introduction to the topic and in-depth consulting to the technical integration into your existing IT infrastructure and preparation of the data required to operate an LLM.
The new large language models in particular, such as chat GPT (Large Language Model, LLM), are all the rage and are far from just hype.
They can complement your company’s AI portfolio and quickly add value to your organisation.
Support through AI
We were able to support a large banking group with the integration and fine tuning of Large Language Models (LLM) in Azure Services with OpenAI, Cognitive Services in the cloud. Alternatively, we provided the fine tuning of LLM models and their operation on on-premises hardware.
All of this, of course, in a very specific domain context.
Support through AI
We were able to support a large banking group with the integration and fine tuning of Large Language Models (LLM) in Azure Services with OpenAI, Cognitive Services in the cloud. Alternatively, we provided the fine tuning of LLM models and their operation on on-premises hardware.
All of this, of course, in a very specific domain context.
Faster to the result
Another example is a system that uses our language assistant KIDOU and an on-premises Large Language Model (LLM) to provide a natural language response to natural language queries from a large collection of documents, e.g. procedural instructions or documentation for the homologation of motor vehicles.
Faster to the result
Another example is a system that uses our language assistant KIDOU and an on-premises Large Language Model (LLM) to provide a natural language response to natural language queries from a large collection of documents, e.g. procedural instructions or documentation for the homologation of motor vehicles.
Be successful with LLMs!
Our expertise in the area of Large Language Models (LLMs) enables you to exploit the full potential of this powerful technology for your company.
OVERVIEW OF OUR LLM SERVICE
Consultancy on the introduction to Large Language Models (LLMs)
Understanding the basics of artificial intelligence.
Understanding the basics and working methods of LLMs.
Integration into your AI strategy, support in developing your AI strategy if necessary.
Comparison of different LLMs on the market, e.g. Chat-GPT from Open-AI.
Customisation to your business requirements
Analysis of your specific business requirements.
Identification of possible applications / use cases for LLMs in your company.
Advice on the utilisation variants of Large Language Models (LLMs)
Understanding the different types of use, such as
- Prompt engineering with cloud providers such as Chat-GPT,
- Use of the API of a cloud provider,
- Operating your own LLM on-prem with the option of fine-tuning the model – “your company’s own GPT”
Decision support for the selection.
Data quality and pre-processing for LLM utilisation:
Assessment of the quality of your existing data.
Implementation of strategies to optimise the data for LLMs.
Model training and fine-tuning of your LLM:
Selection of the right LLM for your use cases.
Comparison of cloud solutions and variants that can be operated on-prem in your organisation.
Adaptation and, if necessary, fine-tuning of the model to the company domain and requirements.
Integration of the LLM into existing systems:
Developing a seamless integration of LLMs into your existing IT infrastructure.
Ensuring interoperability with other AI systems and data sources.
Security aspects and data protection when using Large Langage Models (LLM):
Identification and minimisation of security risks in connection with the use of LLMs.
Implementation of data protection measures and guidelines.
Ensuring compliance with data protection rules and regulations.
Hallucinations and ethical concerns with LLMs:
Raise awareness of the potential problem of LLMs to generate unintended and unrealistic information.
Implement mechanisms to monitor and control model outputs to maintain ethical standards.
Scaling the LLM, performance optimisation:
Planning for future growth and scaling of your AI initiatives.
Optimising the performance of LLMs for efficient and fast results.
Ongoing maintenance and updating of the LLM:
Implementation of mechanisms for regular model maintenance and updating.
Monitoring performance and adapting to changing business requirements.
LLM deployment training and courses for your employees
We pass on our expertise and practical experience to you and your employees.
You will learn how to implement and utilise Large Language Models in your company in a value-adding way and how they can be continuously developed.
Personal contact:
Our AI experts are there for you, whether via video meetings, phone calls or a face-to-face meeting.
Get started with artificial intelligence now!
Our experts are on hand to guide you through the entire process and ensure that you maximise the benefits of Large Language Models.
Get started with Artificial Intelligence now!
Our experts are on hand to guide you through the entire process and ensure that you maximise the benefits of Large Language Models.
