appvision-ai/fast-bert

Super easy library for BERT based NLP models

43
/ 100
Emerging

Provides fine-tuning pipelines for BERT, RoBERTa, XLNet, and DistilBERT with built-in support for learning rate discovery and the LAMB optimizer for accelerated training. Abstracts away PyTorch complexity through a DataBunch API that handles tokenization, data loading, and multi-GPU orchestration, while supporting both multi-class and multi-label text classification workflows.

1,920 stars. No commits in the last 6 months.

Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 9 / 25
Community 24 / 25

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Stars

1,920

Forks

341

Language

Python

License

Apache-2.0

Last pushed

Aug 19, 2024

Commits (30d)

0

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