flair 0.14.0

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

Stars: 13872, Watchers: 13872, Forks: 2097, Open Issues: 113

The flairNLP/flair repo was created 6 years ago and the last code push was 2 days ago.
The project is extremely popular with a mindblowing 13872 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

Related Packages

Errors

A list of common flair errors.

Code Examples

Here are some flair code examples and snippets.

GitHub Issues

The flair package has 113 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

See more issues on GitHub