LangSmith now provides integrated tools for managing datasets used to fine-tune LLaMA2 and GPT-3.5. The platform streamlines the loop between data curation and model evaluation. Practitioners can now track versioned datasets and test fine-tuned outputs in one place. This update reduces the manual overhead of managing training pairs for custom model weights.