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Sebastian

IT Project Manager & Developer

Berlin Joined on Dec 16, 2019

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Senior IT Project Manager

Sebastian

Dec 12

Universal Personal Assistant with LLMs

#llm

6 min read

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Sebastian

Dec 2

LLM Evaluation: Which LLM to use for developing a personal assistant?

#llm

67 min read

Sebastian

Nov 21

Fine-Tuning LLMs: Comparison of Collab, Kaggle and 6 other Platforms

#llm

9 min read

Sebastian

Nov 11

Fine Tuning LLMs: Training with Cloud Resources

#llm

6 min read

Sebastian

Oct 31

LLM GUI: Custom Python Gradio Interface

#llm #gradio

8 min read

Sebastian

Oct 21

LLM Agents: Introduction to CrewAI

#llm #crewai

10 min read

Sebastian

Oct 10

LLM Agents: Multi-Agent Chats with Autogen

#llm #autogen

12 min read

Sebastian

Sep 30

LLM Agents: Custom Tools in Autogen

#llm #autogen

8 min read

Sebastian

Sep 23

LLM Agents: Introduction to Autogen

#llm #autogen

7 min read

Sebastian

Sep 16

LangChain: Building a local Chat Agent with Custom Tools and Chat History

#llm #langchain

12 min read

Sebastian

Sep 9

Advanced LangChain: Memory, Tools, Agents

#llm #langchain

11 min read

Sebastian

Sep 2

Retrieval Augmented Generation Frameworks: AutoGen

#llm #rag

6 min read

Sebastian

Aug 26

Retrieval Augmented Generation Frameworks: HayStack

#llm #rag

5 min read

Sebastian

Aug 12

Retrieval Augmented Generation Frameworks: LangChain

#llm #rag #langchain

5 min read

Sebastian

Jul 29

QA System Design with LLMs: Prompt Engineering

#llm #promptengineering

9 min read

Sebastian

Jul 15

QA System Design with LLMs: Practical Instruction Fine-Tuning Gen3 and Gen4 models

#llm

10 min read

Sebastian

Jul 1

Instruction Fine-Tuning: Dataset and Library Landscape

#llm

8 min read

Sebastian

Jun 17

LLM Fine-Tuning: Domain Embeddings with GPT-3

#llm

10 min read

Sebastian

Jun 3

LLM Fine-Tuning Workshop: Improve Question-Answering Skills

#llm

9 min read

Sebastian

May 20

LLM Fine-Tuning Workshop: Improve Linguistic Skills

#llm

11 min read

Sebastian

May 6

Fine-Tuning LLMs: Technical Overview

9 min read

Sebastian

Apr 29

Question-Answer System Architectures using LLMs

#llm

6 min read

Sebastian

Apr 22

Building a Question-Answer System with Machine Learning Algorithms

#nlp #machinelearning

7 min read

Sebastian

Apr 15

NLP Tasks with the Haystack LLM Library

#llm

17 min read

Sebastian

Apr 8

NLP Tasks with the Gpt4All LLM Library

#llm #gpt

19 min read

Sebastian

Apr 1

NLP Tasks with the LangChain LLM Library

#llm #nlp #langchain

11 min read

Sebastian

Mar 25

NLP Tasks with the Transformers LLM Library

#llm #nlp

15 min read

Sebastian

Mar 18

LLMs on your local Computer (Part 2)

#llms

20 min read

Sebastian

Mar 11

LLMs on your local Computer (Part 1)

#llm

20 min read

Sebastian

Mar 4

Large Language Models: Library Overview for Training, Fine-Tuning, Intererence and More

#llm #machinelearning

6 min read

Sebastian

Feb 26

Large Language Models: Modern Gen4 LLM Overview (LLaMA, Pythia, PaLM2 and More)

#llm

12 min read

Sebastian

Feb 19

Large Language Models: Compairing Gen2/Gen3 Models (Bloom, Gopher, OPT and More)

#llms

10 min read

Sebastian

Feb 12

Large Language Models: Compairing Gen2/Gen3 Models (GPT-3, GPT-J, MT5 and More)

#llms

8 min read

Sebastian

Feb 5

Large Language Models: Comparing Gen 1 Models (GPT, BERT, T5 and More)

#llm #gpt3

10 min read

Sebastian

Jan 29

Introduction to Large Language Models

#llms #largelanguagemodels

7 min read

Sebastian

Jan 22

Raspberry Pico Badger: Custom App Development for MQTT Message Display and Graph Visualization

#raspberrypi #mqtt

9 min read

Sebastian

Jan 15

Raspberry Pico Badger: Hardware Features and OS

#raspberrypi #microcontroller #micropython

7 min read

Sebastian

Jan 8

ESP32 Camera: Hardware and GPIO Functions

#microcontroller #arduino #esp32

5 min read

Sebastian

Jan 1

Arduino Nano BLE 33 Sense Microcontroller: Hardware and GPIO Functions

#arduino #microcontroller

5 min read

Sebastian

Dec 25 '23

The Tinker Board Single Board Computer: Hardware and GPIO Functions

#singleboardcomputers #microcontroller

3 min read

Sebastian

Dec 14 '23

Wikipedia Article Crawler & Clustering: Text Classification with Spacy

#python #nlp #spacy

10 min read

Sebastian

Dec 4 '23

NLP with Spacy: Custom Text Classification Pipeline

#nlp #python #spacy

11 min read

Sebastian

Nov 27 '23

Wikipedia Article Crawler & Clustering: Advanced Clustering and Visualization

#python #nlp

19 min read

Sebastian

Nov 20 '23

Wikipedia Article Crawler & Clustering: KMeans

#python #nlp

10 min read

Sebastian

Nov 13 '23

NLP Project: Text Vectorization Usage with Pandas and SciKit Learn

#python #nlp

7 min read

Sebastian

Oct 30 '23

NLP: Text Vectorization Methods with SciKit Learn

#python #nlp

7 min read

Sebastian

Oct 16 '23

NLP: Text Vectorization Methods from Scratch

#python #nlp #numpy #scikitlearn

10 min read

Sebastian

Oct 5 '23

NLP Project: Wikipedia Article Crawler & Classification - Corpus Transformation Pipeline

#python #nlp

7 min read

Sebastian

Sep 25 '23

NLP Project: Wikipedia Article Crawler & Classification - Corpus Reader

#nlp #python

10 min read

Sebastian

Sep 14 '23

Python NLP Library: Flair

#python #nlp

10 min read

Sebastian

Sep 4 '23

Python NLP Library: Spacy

#python #nlp #spacy

8 min read

Sebastian

Aug 24 '23

Python NLP Libary: NLTK

#python #nlp

9 min read

Sebastian

Aug 14 '23

Python NLP Libraries: A Comprehensive Overview

#python #nlp

11 min read

Sebastian

Aug 3 '23

An Introduction to Natural Language Processing

#nlp

9 min read

Sebastian

Jul 24 '23

Kubernetes with K3S: How I Upgraded a Production Cluster from v1.17 to v1.25

#kubernetes #k3s

14 min read

Sebastian

Jul 3 '23

Terraform Workshop: Manage Hetzner Cloud Servers

#terraform

8 min read

Sebastian

Jun 22 '23

Terraform Language Compendium

#terraform

10 min read

Sebastian

Jun 12 '23

Terraform: Modules and Workspaces

#terraform

7 min read

Sebastian

Jun 1 '23

Terraform: Advanced Commands Overview

#terraform

10 min read

Sebastian

May 22 '23

Terraform: Standard Workflow and State Facilitation

#terraform

8 min read

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