Claude: Building evals and test cases. More documentation updates from Anthropic: this section on writing evals for Claude is new today and includes Python code examples for a number of different evaluation techniques.
Included are several examples of the LLM-as-judge pattern, plus an example using cosine similarity and another that uses the new-to-me Rouge Python library that implements the ROUGE metric for evaluating the quality of summarized text.
Recent articles
- Calling LLMs from client-side JavaScript, converting PDFs to HTML + weeknotes - 6th September 2024
- Building a tool showing how Gemini Pro can return bounding boxes for objects in images - 26th August 2024
- Claude's API now supports CORS requests, enabling client-side applications - 23rd August 2024