PinnedPublished inTDS ArchiveHeatmap for Confusion Matrix in PythonOne image can be worth of thousands words.Sep 6, 2024Sep 6, 2024
PinnedPublished inTDS ArchiveReducing the Size of Docker Images Serving Large Language ModelsHave you encountered a problem where a 1 GB transformer-based model increases even up to 8 GB when deployed using Docker containerization?May 3, 2024A response icon4May 3, 2024A response icon4
PinnedPublished inCodeNLPCost of running ML experiments on GPU — AWS Cloud vs local GPUDid you know that you are giving away an RTX 4090 for free by running ML experiments for a year?Nov 13, 2023A response icon6Nov 13, 2023A response icon6
Published inCodeNLPFree resources on ML, NLP, DLA collection of free online resources for Machine Learning, Natural Language Processing, and Deep Learning.Apr 10Apr 10
Published inTDS ArchiveTSV in Pandas: A How-To GuideThe Correct Way of Loading and Writing TSV Files with PandasOct 1, 2024Oct 1, 2024
Published inCodeNLPGit folder relocationA guide on how to move a folder with its commit history to a new repositoryOct 1, 2024Oct 1, 2024
Published inSeñor PythonDictionaries in Python 3.8–3.12All you need to know about dictionaries in Python.May 28, 2024A response icon3May 28, 2024A response icon3
Published inLevel Up CodingThe enumeration in Python 3.8–3.12Review of useful features of Enum type in Python: basics, typed enums, auto values.May 21, 2024A response icon3May 21, 2024A response icon3
Published inCodeNLPHow to Avoid the Out-of-Space Problem: A Guideline for an ML EngineerCheckpoints, docker images, Python environments, HF models, and pip cache may grow over time and occupy more disk space without your full…May 21, 2024A response icon2May 21, 2024A response icon2
Published inCodeNLPCross-lingual Named Entity Corpus for Slavic LanguagesWe present a corpus manually annotated with named entities resulting from a series of shared tasks on Named Entity Recognition…May 17, 2024May 17, 2024
