examples

Examples

Also check out our Guides to learn more about jiant.

Example Notebooks

Simple Fine-tuning

• Fine-tuning on a single task with the simple API [Notebook] [Colab]
• Fine-tuning on a single task with the main API [Notebook] [Colab]

Intermediate use cases

• Multi-task Training [Notebook] [Colab]
  • Fine-tuning on multiple tasks simultaneously
• STILTs Training [Notebook] [Colab]
  • Fine-tuning on multiple tasks sequentially
• Zero-shot transfer to XNLI [Notebook] [Colab]
  • Fine-tuning on MNLI for zero-shot transfer to XNLI
• MNLI-mismatched/GLUE Diagnostic [Notebook] [Colab]
  • Fine-tuning on MNLI for MNLI-mismatched and GLUE Diagnostic set