Kazakh NLP ยท Interactive Lab

๐Ÿ‡ฐ๐Ÿ‡ฟKazBERT Playground

Operate on real Kazakh text โ€” tokenize, fill masks, map embeddings, extract entities, and learn how the model works.

BERT 110M NER F1 95.22% 25 entity classes

๐Ÿ”ค Tokenizer Explorer

See how WordPiece splits Kazakh text. Agglutinative words often become several subwords.

Examples