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Niklas Heidloff
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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...

Risk Detection via Granite Guardian Models

Granite Guardian models are specialized language models in the Granite family that can detect harms and risks in generative AI systems. This post describes how to get started using them. Recently ...

Open Source Document Parser including OCR

Docling is a popular open-source project contributed by IBM. It supports easy and fast parsing of PDFs and several other file types including images. This post gives a quick introduction to Docling...

Custom Python Tools with the Bee Agent Framework

The Bee Agent Platform is an open-source project from IBM Research to build agentic applications with TypeScript and Python. This post summarizes how to build Python tools. The Bee Agent Platform ...

Running an Open-Source Reasoning Model locally

The first open-source Reasoning Large Language Model is now available. This post describes briefly what reasoning models are and how to run them locally. Model-based Reasoning has been used for qu...

Red Hat Enterprise Linux AI on IBM Cloud

Red Hat Enterprise Linux AI (RHEL AI) comes with InstructLab to fine tune Large Language Models. This post describes how to set it up on IBM Cloud. Red Hat Enterprise Linux AI is a foundation m...

Public Preview of watsonx.ai Flows Engine

A public preview of watsonx.ai Flows Engine is now available. This post shows an example how to build a simple agent which accesses LLMs from watsonx.ai and pre-built tools. Build performant ge...

Improving Developer Productivity via Agents

At TechXchange 2024 IBM gave an amazing demo how to increase developer productivity via agents. Below are some screenshots from the keynote. Check out the demo of the keynote ‘Track Spotlight for ...

InstructLab in watsonx.ai

At TechXchange 2024 IBM gave a nice preview how to run InstructLab in watsonx.ai. Below are some screenshots of a demo from the keynote. InstructLab is an innovative methodology to customize small...

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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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