- Transformer from scratch
- DistilBERT
- FLAN T5 (prompting)
IMDB sentiment analysis
Model | F1 |
---|---|
Trasformer from scratch | 79.19% |
DistilBERT | 93% |
Zero-shot prompting | 90.75% |
- Banking Intent classification:
- Fine-tune with custom pipeline
- Fine-tune with hugging face pipline
- Twitter sentiment analysis:
- Fine-tune with hugging face pipline
- Instruction tuning (prompting) FLAN T5