Accessed 2026-07-31.
Dataset#
- BANKING77 Hugging Face dataset card — dataset description, 13,083 examples, 77 intents, English task and CC BY 4.0 licence metadata.
- BANKING77 upstream repository — original task-specific dataset collection and train/test statistics.
- BANKING77 paper — task motivation and dataset design.
Model and framework#
- DistilBERT base uncased model card — base checkpoint information and intended downstream fine-tuning use.
- Hugging Face Transformers documentation — model loading, tokenization, training and inference APIs.
- PyTorch reproducibility notes — seeds, deterministic-algorithm controls and cross-platform limitations.
Implementation note#
The implementation must pin concrete dataset and model revisions after verifying them in the development environment. This specification deliberately avoids inventing revision hashes or package versions before that verification.