Building Software with LLMs: Why You Need a Team, Not a GeniusWe’re starting to ask large language models to help us build real software systems — but we’re treating them like overworked freelancers…May 13May 13
The model retraining cycleHere is a quick example of badly annotated data: Of course this is a person..no doubt (Taken from BD100K) — automatically detected by our…Jul 31, 2024A response icon1Jul 31, 2024A response icon1
Avoiding machine learning purgatory — Iterative Deployment: Refining Machine Learning Models in…In the world of machine learning, there is a common misconception that a model can be trained on a fixed dataset, validated, and then…Mar 12, 2023A response icon1Mar 12, 2023A response icon1
The weighty significance of data cleanlinessOur team had the delightful experience of increasing our F1 score by a whopping 8% simply by giving our badly annotated data a one-way…Mar 9, 2023A response icon1Mar 9, 2023A response icon1
