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heidloff.net - Building is my Passion
Niklas Heidloff
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Deploying LLMs via Hugging Face on IBM Cloud

With the Text Generation Inference toolkit from Hugging Face Large Language Models can be hosted efficiently. This post describes how to run open-source models or fine-tuned models on IBM Cloud. T...

Fine-tuning LLMs via Hugging Face on IBM Cloud

The speed of innovation in the AI community is amazing. What didn’t seem to be possible a year ago, is standard today. Fine-tuning is a great example. With the latest progress, you can fine-tune sm...

Foundation Models, Transformers, BERT and GPT

Since I’m excited by the incredible capabilities which technologies like ChatGPT and Bard provide, I’m trying to understand better how they work. This post summarizes my current understanding about...

Evaluating Question Answering Scenarios with watsonx.governance

watsonx.governance is IBM’s AI governance offering to manage and monitor (Generative) AI solutions. It is available as SaaS or as software to be run everywhere. This post demonstrates how to do thi...

Developing custom Tools with the Bee Agent Framework

LLM Agents and Function Calling are powerful techniques to build modern AI applications. IBM Research open sourced the Bee Agent Framework. This post describes how custom tools can be developed in ...

Generative AI Quality Metrics in watsonx.governance

watsonx.governance is IBM’s AI governance offering to manage and monitor (Generative) AI solutions. It is available as SaaS or as software to be run everywhere. This post demonstrates how to do thi...

Code Execution with the Bee Agent Framework

LLM Agents and Function Calling are powerful techniques to build modern AI applications. IBM Research open sourced the Bee Agent Framework. This post describes how with this framework agents can ge...

Simple Bee Agent Framework Example

LLM Agents and Function Calling are powerful techniques to build modern AI applications. This post describes a simple example how to use agents and tools with LLM models on watsonx.ai via the new B...

Multi Agents and Function Calling with watsonx.ai

LLM Agents and Function Calling are powerful techniques to build modern AI applications. This post describes a sample how to use multiple crewAI agents, custom Python functions and LLM models on wa...

Agents and Function Calling with watsonx.ai

LLM Agents and Function Calling are powerful techniques to build modern AI applications. This post describes a sample how to use Langchain agents, custom Python functions and LLM models on watsonx....

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The postings on this site are my own and don’t necessarily represent IBM’s positions, strategies or opinions.
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