flair 0.13.1

A very simple framework for state-of-the-art NLP

08-09-2021 274 words 2 minutes 0 views

Contents

A very simple framework for state-of-the-art NLP

Stars: 13530, Watchers: 13530, Forks: 2065, Open Issues: 79

The flairNLP/flair repo was created 5 years ago and the last code push was 2 days ago.
The project is extremely popular with a mindblowing 13530 github stars!

How to Install flair

You can install flair using pip

pip install flair

or add it to a project with poetry

poetry add flair

Package Details

Author: Alan Akbik
License: MIT
Homepage: https://github.com/flairNLP/flair
PyPi:: https://pypi.org/project/flair/
GitHub Repo:: https://github.com/flairNLP/flair

No flair pypi packages just yet.

Errors

A list of common flair errors.

Code Examples

Here are some flair code examples and snippets.

GitHub Issues

The flair package has 79 open issues on GitHub

Script processes stop without error when trying to call predict() from nlp model while using multiprocessing
✨ Add Jsonl corpus support
How do I submit the models and LM I've trained?
UnknownExtra: requests 2.20.0 has no such extra feature 'socks'
TARS NER KeyError during Training
RuntimeError: Already borrowed
StackedEmbeddings modifies original embeddings' name which causes unwanted behaviour and potential crashes
How to improve the NER-model results?
Can not load .pt model even when already download it .
Does Flair have a convenient function for Sentence or ColumnDataset to write out the tags to a CoNLL-formatted file, such as function write_to_conll() ?
small lm training improvements
What is the value of label_type variable for binary classification?
Training with SequenceTagger(beta=2.0) does not seem to use f2 but always f1
Upgrade Segtok to Syntok (Segtok 2.0) . . ?
No gold tags and gold arcs for new final_test() of dependency parser