What does "Interactive Visualization Tool" mean?
Table of Contents
The Interactive Visualization Tool helps users understand how large language models (LLMs) work. It does this by showing users different versions of text, called counterfactuals. These counterfactuals are created by changing certain parts of the original text to see how the model's response varies.
Key Features
User-Friendly: The tool is designed to be easy to use so that anyone can interact with it without needing advanced knowledge of machine learning.
Batch Creation: Users can generate multiple counterfactuals at once. This makes it easier to compare different outcomes and see how small changes affect results.
Interactive Inspection: Users can click on different pieces of text to see how the language model reacts. This helps in understanding the model's behavior and decisions.
Benefits
The tool offers a clear way to visualize and analyze the responses of language models. By allowing users to play around with text, it helps identify patterns and makes the technology more accessible. With a high rate of grammatical correctness in the generated text, users can trust the outcomes they see.