PinnedPradeep BansalHow to do named entity recognition for languages other than English?A language model (LM), whether to predict the next word in a sequence or to predict entities or tags in a sequence are related to a…13 min read·Aug 1, 2023----
PinnedPradeep BansalLearning Transformers via Question and AnswerBehind all the GPT-x and other Large Language Models (LLMs), there’s only one thing that is common between all these LLMs and is also the…12 min read·Jun 4, 2023----
PinnedPradeep BansalinArtificial Intelligence in Plain EnglishWhy your Machine Learning model may not work in production ?Most of the machine learning models never go to production but its worse when the models in production become worthless pretty soon. This…7 min read·Apr 14, 2020----
PinnedPradeep BansalinArtificial Intelligence in Plain EnglishHow to structure our machine learning projects ?We are all familiar with the following steps for any Machine Learning project —EDA, Data cleaning, Feature engineering, model selection…5 min read·Apr 26, 2020----
PinnedPradeep BansalScaling the kafka consumer for a machine learning service in pythonThe Set Up7 min read·Jul 7, 2021----
Pradeep BansalFine-Tuning a pre-trained LLM with unlabelled datasetA generic LLM or an LLM pre-trained on the dataset different from the domain of the final task has to be fine-tuned to the task specific…5 min read·Oct 1, 2023----
Pradeep BansalHow do you use BERT as a classifier without fine-tuning?BERT, Bidirectional Encoder Representations from Transformers, is the deep learning model quite famous for generating embeddings that are…4 min read·Sep 27, 2023----
Pradeep BansalCommon questions while using the Hugging Face’s transformers library.Instead of writing one complete blog on topics like summarization or text generation, I thought of taking most important topics involved…10 min read·Aug 7, 2023----
Pradeep BansalConsolidation of the existing reviews of Vector DBsSemantic search is a powerful technology that allows for more accurate and contextually relevant search results by understanding the…5 min read·Jun 20, 2023----
Pradeep BansalA Comparison of python libraries for PDF Data Extraction for text, images and tablesMotivation8 min read·Jun 9, 2023--1--1