Domain Specific Llm Adaptation And Specialization Research Documentation

via “fine-tuning integration for custom llm adaptation”

Data framework for LLM applications — advanced RAG, indexing, and data connectors.

Unique: Integrated fine-tuning utilities that generate synthetic training data from RAG retrieval results and responses, format for fine-tuning APIs (OpenAI, Hugging Face), and track fine-tuned model performance.

vs others: More integrated than manual fine-tuning workflows and automates training data generation from existing RAG systems