Samhita AllaFine-Tuning Insights: Lessons from Experimenting with RedPajama Large Language Model on Flyte Slack…Large language models (LLMs) have taken the world by storm, revolutionizing our understanding and generation of human-like text. These…Jul 4, 2023Jul 4, 2023
Samhita AllaAnalyzing COVID-19 Impact on NYC Taxis with Flyte and DuckDBThe world of data analytics is constantly evolving, with new tools and technologies emerging every day. One popular new tool is DuckDB…Mar 23, 2023Mar 23, 2023
Samhita Alla10-Minute Guide to Accelerate Your ML Pipeline from Data to DeploymentLearn to build a production-grade ML pipeline with Flyte, Banana, and Hugging FaceMar 13, 2023Mar 13, 2023
Samhita AllainBetter ProgrammingIs Airflow the Right Choice for Machine Learning Too?A look at the differences between ETL and machine learning tasksJul 21, 20221Jul 21, 20221
Samhita AllainUnion-aiMLOps with Flyte: The Convergence of Workflows Between Machine Learning and EngineeringSo your company is building jaw-dropping machine learning (ML) models that are performant and outputting the best results. The next task is…May 26, 2022May 26, 2022
Samhita AllainTowards Data ScienceBuild an Event-Driven Neural Style Transfer Application Using AWS LambdaTo build a production-ready ML application and ensure its stability in the long run, we need to take care of a long checklist of…May 11, 2022May 11, 2022
Samhita AllainBetter Programming5 Open-Source Tools That Can Help You Build ML Pipelines With EaseAll production-friendlyFeb 11, 20221Feb 11, 20221
Samhita AllainUnion-aiData-Parallel Distributed Training With Horovod and FlyteUnderstand how Horovod and Flyte, along with Spark and MPIOperator, simplify building robust distributed data pipelinesDec 8, 2021Dec 8, 2021
Samhita AllainUnion-aiBring ML Close to Data Using Feast and FlyteAnd handle feature-engineered data effectively in an ML pipelineNov 11, 2021Nov 11, 2021
Samhita AllainUnion-aiMeet Flyte at Hacktoberfest 2021Open-source is growing fast, so are its contributors. At Flyte, we have had meaningful contributions from many contributors who have helped…Sep 30, 2021Sep 30, 2021
