Writers/Fellow
datnguyennnx
Former Data Engineer
Fellow
9 notes since 2024, 0 in the last 12 months.
Written at Dwarves
Latest- 11 Oct 2024Logging
Logs are like the footprints of your LLM, tracking every move it makes. We will look at how logging can help you see beneath the top layer of a system, which can help you troubleshoot problems and better understand the system behavior.
- 11 Oct 2024Metrics
Metrics give you the rundown on how your LLM’s performing. We will show how to use these metrics to identify issues, increase efficiency, and make changes for improved outcomes.
- 11 Oct 2024Tracing
Tracing is like following your LLM’s journey, step by step. We will explain how tracing makes it easy to identify and address problems by allowing you to track the entire process.
All notes
9- 11 Oct 2024LoggingResearch notesApplied LLMs
- 11 Oct 2024MetricsResearch notesApplied LLMs
- 11 Oct 2024TracingResearch notesApplied LLMs
- 26 Sep 2024Evaluation guidelines for LLM applications, part 1: the evaluation checklistResearch notesApplied LLMs
- 26 Sep 2024Evaluation guidelines for LLM applications, part 2: types of evaluation and considerationsResearch notesApplied LLMs
- 8 Aug 2024Evaluating search engine in RAG systemsResearch notesApplied LLMs
- 12 Jul 2024Thumbs up and thumbs down patternResearch notesApplied LLMs
- 8 Jul 2024Design feedback mechanism for LLM applicationsResearch notesApplied LLMs
- 11 Jun 2024History of structured outputs for LLMsResearch notesApplied LLMs