bar
heidloff.net - Building is my Passion
Niklas Heidloff
Cancel

Customizations of Generative AI Models with InstructLab

Fine-tuning of Large Language Models allows customizations of AI models for specific tasks and data. While Fine-tuning used to require a lot of compute, technologies like InstructLab, QLoRA and lam...

watsonx Platform Demos

watsonx is IBM’s AI & data platform that’s built for business. It supports the complete AI lifecycle including Large Language Models, developer tools, governance and more. This post describes a...

Why Agents and Agentic Systems can fail

At the ChatBot Summit in Berlin I gave a talk ‘How to understand why Agents fail’. Below is a transcript and the slides. As you all know there is a lot of innovation and buzz around agents and age...

Evolving Standards for agentic Systems: MCP and ACP

Agentic systems leverage multiple agents and multiple tools. These agents and tools can be developed and hosted by different providers. To allow inter-agent communication and to access different da...

SmolDocling: Vision-Language Model for Document Conversion

SmolDocling is an ultra-compact, open-source Vision Language Model for document conversion including OCR. This post summarizes the key features and demonstrates how to get started. SmolDocling is ...

AI Agents and InstructLab based Fine-tuning

My colleague Thomas Harrer interviewed me about agentic systems and fine-tuning. Below is the recording and the transcript. Watch Let’s Create Technology Talk with Niklas Heidloff about Artificial...

Deploying Embedding Models on watsonx.ai

Watsonx.ai provides various Large Language Models and Embedding Models out of the box. Models that are not supported by the watsonx.ai inference stack can be deployed via Python Functions. Watsonx...

watsonx Orchestrate Agent Routing to Agents

Recently watsonx Orchestrate has added support for agentic capabilities. Orchestration agents can route to assistants, skills and agents. This post focusses on the routing to agents and their tools...

watsonx Orchestrate Agent Routing to Skills

Recently watsonx Orchestrate has added support for agentic capabilities. Orchestration agents can route to assistants, skills and agents. This post focusses on the routing to skills, skill flows an...

watsonx Orchestrate Agent Routing to Assistants

Recently watsonx Orchestrate has added support for agentic capabilities. Orchestration agents can route to assistants, skills and agents. This post focusses on the routing between assistants and ac...

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