Evaluate & Customize LLMs with Airtrain.ai

In this one-hour workshop on Airtrain.ai, participants will explore the platform's unique features for evaluating, scoring, and comparing LLMs. Airtrain.ai, a no-code compute platform, facilitates batch evaluation workloads, allowing users to upload datasets, select models for evaluation, and design benchmark metrics tailored to specific applications. The workshop will cover three main evaluation methods: LLM-assisted evaluation for scoring model outputs based on plain-English task descriptions, JSON schema validation for ensuring model output compliance with application requirements, and unsupervised metrics for straightforward model comparisons. Attendees will gain practical insights into configuring evaluation jobs and utilizing Airtrain AI's visualization tools to analyze model performance across various metrics​​​​​​.