TurkuNLPFinBERT

FinBERT Large Cased

FinBERT Large Cased is the larger Finnish BERT release. Its card says it uses exactly the same training data as FinBERT Base Cased.

A larger encoder, not a longer input window

The released configuration doubles the base model's layer count to 24 and raises the hidden width to 1,024. Its position limit remains 512. The model loads with a masked-language-model head.FinBERT Large Cased: configuration

Choose capacity for the task

Practical guidance. A larger encoder may change fine-tuning memory needs without allowing longer documents. Compare the base and large releases on the same labelled examples, and keep long-document splitting separate from model selection.

Specifications & access

FinBERT Large Cased specifications
DetailValue and conditions
AccessDownloadable
Model identifiersbert-large-finnish-cased-v1
Context window512 tokens

Position limit in the released encoder configuration.

FinBERT Large Cased: configuration
LicenseApache 2.0 in this release's metadata.FinBERT Large Cased: model card
Architecture24 encoder layers, hidden width 1,024 and 16 attention heads.FinBERT Large Cased: configuration
Vocabulary50,105 entries; case-sensitive Finnish release.FinBERT Large Cased: configuration

Related models

  • FinBERT Base Cased is a Finnish masked-language encoder with a dedicated WordPiece vocabulary.

    Launch date Downloadable
  • Megatron FinBERT is a 1.3-billion-parameter Finnish encoder with a wider Megatron-BERT architecture.

    Launch date not confirmedDownloadable