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Sebastian

IT Project Manager & Developer

Location Berlin Joined Joined on  github website

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Senior IT Project Manager

LLMs on your local Computer (Part 2)

LLMs on your local Computer (Part 2)

1
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20 min read

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LLMs on your local Computer (Part 1)

LLMs on your local Computer (Part 1)

Comments
20 min read
Large Language Models: Library Overview for Training, Fine-Tuning, Intererence and More

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

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

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

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

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

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

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

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

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

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10 min read
Introduction to Large Language Models

Introduction to Large Language Models

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

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

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9 min read
Raspberry Pico Badger: Hardware Features and OS

Raspberry Pico Badger: Hardware Features and OS

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7 min read
ESP32 Camera: Hardware and GPIO Functions

ESP32 Camera: Hardware and GPIO Functions

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5 min read
Arduino Nano BLE 33 Sense Microcontroller: Hardware and GPIO Functions

Arduino Nano BLE 33 Sense Microcontroller: Hardware and GPIO Functions

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5 min read
The Tinker Board Single Board Computer: Hardware and GPIO Functions

The Tinker Board Single Board Computer: Hardware and GPIO Functions

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3 min read
Wikipedia Article Crawler & Clustering: Text Classification with Spacy

Wikipedia Article Crawler & Clustering: Text Classification with Spacy

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10 min read
NLP with Spacy: Custom Text Classification Pipeline

NLP with Spacy: Custom Text Classification Pipeline

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11 min read
Wikipedia Article Crawler & Clustering: Advanced Clustering and Visualization

Wikipedia Article Crawler & Clustering: Advanced Clustering and Visualization

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19 min read
Wikipedia Article Crawler & Clustering: KMeans

Wikipedia Article Crawler & Clustering: KMeans

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10 min read
NLP Project: Text Vectorization Usage with Pandas and SciKit Learn

NLP Project: Text Vectorization Usage with Pandas and SciKit Learn

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7 min read
NLP: Text Vectorization Methods with SciKit Learn

NLP: Text Vectorization Methods with SciKit Learn

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7 min read
NLP: Text Vectorization Methods from Scratch

NLP: Text Vectorization Methods from Scratch

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

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

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7 min read
NLP Project: Wikipedia Article Crawler & Classification - Corpus Reader

NLP Project: Wikipedia Article Crawler & Classification - Corpus Reader

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10 min read
Python NLP Library: Flair

Python NLP Library: Flair

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10 min read
Python NLP Library: Spacy

Python NLP Library: Spacy

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8 min read
Python NLP Libary: NLTK

Python NLP Libary: NLTK

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9 min read
Python NLP Libraries: A Comprehensive Overview

Python NLP Libraries: A Comprehensive Overview

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11 min read
An Introduction to Natural Language Processing

An Introduction to Natural Language Processing

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

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

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14 min read
Terraform Workshop: Manage Hetzner Cloud Servers

Terraform Workshop: Manage Hetzner Cloud Servers

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8 min read
Terraform Language Compendium

Terraform Language Compendium

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10 min read
Terraform: Modules and Workspaces

Terraform: Modules and Workspaces

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7 min read
Terraform: Advanced Commands Overview

Terraform: Advanced Commands Overview

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10 min read
Terraform: Standard Workflow and State Facilitation

Terraform: Standard Workflow and State Facilitation

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8 min read
Terraform: A gentle Introduction

Terraform: A gentle Introduction

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7 min read
Terraform Workshop: Automated Account and S3 Bucket Creation on AWS

Terraform Workshop: Automated Account and S3 Bucket Creation on AWS

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6 min read
Raspberry Pi Tank Kit: Assembly & Installation on Ubuntu Server 20.04

Raspberry Pi Tank Kit: Assembly & Installation on Ubuntu Server 20.04

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10 min read
Robotic Arm: Movement Controller Software

Robotic Arm: Movement Controller Software

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5 min read
Robotic Arm: Message Controller Software

Robotic Arm: Message Controller Software

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8 min read
Robotic Arm: Assembly & Software Installation

Robotic Arm: Assembly & Software Installation

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6 min read
Home Assistant: Collecting Sensor Data with InfluxDB

Home Assistant: Collecting Sensor Data with InfluxDB

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8 min read
Home Assistant: Learn how to Automize your Home

Home Assistant: Learn how to Automize your Home

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5 min read
IOT: Traefik Reverse Proxy for HTTPS Connection to Docker Containers

IOT: Traefik Reverse Proxy for HTTPS Connection to Docker Containers

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9 min read
IOT Stack on Raspberry Pi: Full Upgrade Procedure

IOT Stack on Raspberry Pi: Full Upgrade Procedure

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9 min read
Kubernetes with Red Hat Open Shift

Kubernetes with Red Hat Open Shift

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12 min read
Google Kubernetes Engine: Mostly Automated Installation with Terraform

Google Kubernetes Engine: Mostly Automated Installation with Terraform

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9 min read
Kubernetes with Amazon Elastic Kubernetes Service

Kubernetes with Amazon Elastic Kubernetes Service

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10 min read
Kubernetes with Kubeadm: Fully Automated Installation with Terraform

Kubernetes with Kubeadm: Fully Automated Installation with Terraform

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6 min read
Kubernetes with Kops: Mostly Automated Installation with Terraform

Kubernetes with Kops: Mostly Automated Installation with Terraform

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8 min read
Kubernetes Installation Tutorial: Kubespray

Kubernetes Installation Tutorial: Kubespray

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12 min read
Kubernetes with Kubeadm: Cluster Installation from Scratch

Kubernetes with Kubeadm: Cluster Installation from Scratch

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18 min read
Kubernetes Cluster Installation: K3S

Kubernetes Cluster Installation: K3S

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7 min read
Kubernetes with kops

Kubernetes with kops

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4 min read
Kubernetes with Kubeadm

Kubernetes with Kubeadm

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5 min read
Kubernetes with Kubespray

Kubernetes with Kubespray

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4 min read
Kubernetes with K3S

Kubernetes with K3S

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3 min read
Kubernetes from Scratch in 2022

Kubernetes from Scratch in 2022

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6 min read
Home Assistant: Use a Motion Sensor to Automatically Control Lights

Home Assistant: Use a Motion Sensor to Automatically Control Lights

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5 min read
IOT on Raspberry Pi: Install Home Assistant and a Camera Sensor for Live Video

IOT on Raspberry Pi: Install Home Assistant and a Camera Sensor for Live Video

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4 min read
IOT on Raspberry Pi: Automatic Sensor Management with ESPHome

IOT on Raspberry Pi: Automatic Sensor Management with ESPHome

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7 min read
IOT Sensor Project: ESP8266 with DHT11 Sensor sends Data to MQTT

IOT Sensor Project: ESP8266 with DHT11 Sensor sends Data to MQTT

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9 min read
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