Transformer Explainer is an innovative interactive visualization tool designed to help the general public delve into the intricate concept of Transformers, with the widely recognized GPT-2 model as an example.
This tool operates uniquely, as it can run the GPT-2 model directly within the browser environment. This means that users do not need a complex installation process or a professional development environment; they can simply open their browser and interact with it effortlessly.
When using this tool, users have the autonomy to try various input contents. After inputting content, users can observe in real-time how the internal components and related parameters of the Transformer work together to predict the next token. This real-time feedback mechanism provides users with an intuitive and in-depth window into the workings of the Transformer, making the originally abstruse technical concepts more clear and understandable.