Tutorials# Quick Start Requirements and Installation Example 1: Tag Entities in Text Example 2: Detect Sentiment Summary Tutorial 1: Basic Tagging Basics How predictions work Tagging entities Tagging sentiment Tagging and linking entities Using and creating entity mention linker Tagging parts-of-speech Tagging other things How to tag a whole corpus Tutorial 2: Training models How model training works in Flair Training vs fine-tuning How to load a prepared dataset How to load a custom dataset Train a sequence tagger Train a text classifier Train a span classifier Tutorial 3: Embeddings Embeddings Transformer embeddings Flair embeddings Classic Word Embeddings Other embeddings in Flair Tutorial: HunFlair2 HunFlair2 - Overview HunFlair2 - Tutorial 1: Tagging HunFlair2 - Tutorial 2: Entity Linking HunFlair2 Tutorial 3: Training NER models HunFlair2 Tutorial 4: Customizing linking models