The Top 10 LLM Evaluation Tools
LLM evaluation tools help teams measure how a model performs across various tasks, including reasoning, summarization, retrieval, coding, and instruction-following. They analyze performance trends, detect hallucinations, validate outputs against ground truth, and benchmark improvements during fine-tuning or prompt engineering. Without ...
The Power and Challenges of Unstructured Data in Relation to Retrieval-Augmented Generation
Unstructured data, encompassing formats such as text, images, audio, and video, makes up a majority of the data available in the digital age, often lacking a predefined data model or not easily fitting into relational tables.
As businesses and entities attempt ...