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…12 min read·Jul 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…7 min read·Mar 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 Face9 min read·Mar 13, 2023----
Samhita AllainBetter ProgrammingIs Airflow the Right Choice for Machine Learning Too?A look at the differences between ETL and machine learning tasks5 min read·Jul 21, 2022--1--1
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…11 min read·May 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…8 min read·May 11, 2022----
Samhita AllainBetter Programming5 Open-Source Tools That Can Help You Build ML Pipelines With EaseAll production-friendly5 min read·Feb 11, 2022--1--1
Samhita AllainUnion-aiData-Parallel Distributed Training With Horovod and FlyteUnderstand how Horovod and Flyte, along with Spark and MPIOperator, simplify building robust distributed data pipelines6 min read·Dec 8, 2021----
Samhita AllainUnion-aiBring ML Close to Data Using Feast and FlyteAnd handle feature-engineered data effectively in an ML pipeline4 min read·Nov 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…4 min read·Sep 30, 2021----