Aimee Coelhoindata from the trenchesQuantization in LLMs: Why Does It Matter?As more open source models are released and begin to rival the quality of proprietary models like ChatGPT, many practitioners want to test…7 min read·Jan 11, 2024----
Aimee Coelhoindata from the trenchesThe Potential for Using Deep Learning to Improve Local Weather ForecastsScheduling at ALMA relies on accurate weather forecasts, can we apply Deep Learning to fine tune the forecasts in the Atacama desert?15 min read·Mar 18, 2021----
Aimee Coelhoindata from the trenchesHunting for the Optimal AutoML LibrarySpoiler alert: on average, all algorithms except grid search produce similarly performant models.9 min read·Jun 9, 2020--2--2
Aimee Coelhoindata from the trenchesNarrowing the Search: Which Hyperparameters Really Matter?Studying Hyperparameter Importance to Speed Up Optimization8 min read·May 7, 2020----