Standard Views
Zeno has a number of preconfigured views that can be referenced by name.
The following view names can be passed as the view
option for a Zeno project.
View Name | Description |
---|---|
image-classification | Display images with ground truth and predicted class labels. Works for both binary and multiclass classification. Requires image inputs and text or numeric outputs. |
text-classification | Display text with ground truth and predicted class labels. Requires text inputs and text or numeric outputs. |
audio-transcription | Display audio file along with outputed text, e.g. transcription. Requires audio inputs and text outputs. |
code-generation | Show formatted code input and code predictions. Use for evaluating code generation models such as Codex. |
chatbot | Show input-output pairs from chatbot models using the OpenAI API. See the API documentation for details on the required Chat data format. |
chatbot-markdown | Same as chatbot but renders each cell block as markdown. Useful for rendering complex interactions with external agents, etc. |
space-separated-values | Table view of inputs, outputs, and labels which are space-separated words. Useful for tasks such as part-of-speech tagging. |
rag | Show the input to a generator that can access information from other documents (retrieval augmented generation). The documents that are used and the system's answer can also be displayed. |