Ideal Use Cases
Routing and Orchestration
- Training a model router.
- Product classification.
Sentiment & Feedback
- Sentiment analysis.
- Customer feedback labeling.
Safety & Guardrails
- Guardrails models.
- Toxicity/PII detection.
Quick Start
To get started with classification fine-tuning- Prepare a dataset with a
text
field and alabel
field. - Kick off a training job using a ClassificationConfig.
For classification training, there is no option to automatically apply a chat template. If you want to do so, you should apply it to the
text
before uploading the dataset.Furthermore, turbo
and turbo_lora
are not applicable adapter types.Next Steps
- Learn how to deploy and query your fine-tuned adapter.