PinnedPublished inTowards Data ScienceHeatmap for Confusion Matrix in PythonOne image can be worth of thousands words.Sep 6Sep 6
PinnedPublished inTowards Data ScienceReducing 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 34May 34
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, 20236Nov 13, 20236
Published inTowards Data ScienceTSV in Pandas: A How-To GuideThe Correct Way of Loading and Writing TSV Files with PandasOct 1Oct 1
Published inCodeNLPGit folder relocationA guide on how to move a folder with its commit history to a new repositoryOct 1Oct 1
Published inSeñor PythonDictionaries in Python 3.8–3.12All you need to know about dictionaries in Python.May 283May 283
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 213May 213
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 212May 212
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 17May 17
Published inSeñor PythonDataclasses: an effective use of InitVar in PythonThe story presents how to define init-only properties using the dataclasses package in Python.May 153May 153
