InAnalytics VidhyabyShivanand RoyGrok-2: A Major Leap in AI from xAIxAI, the AI arm of Elon Musk, has been creating waves with the beta release of its latest language model, Grok-2, which is quite the new…Aug 14, 2024Aug 14, 2024
Shivanand RoyThis Simple Trick Can Make Your RAG Pipeline Accurately Handle Complex Tables and ChartsRetrieval Augmented Generation (RAG) is one of the most exciting and practical ways I’ve come across to use large language models. It’s no…Aug 13, 20242Aug 13, 20242
InThe AI ForumbyPlaban NayakCreate a ReACT agent from scratch without using any LLM Frameworks only with Python and Groq.What is an Agent?Aug 4, 20241Aug 4, 20241
Shivanand Roy16 Tips for Writing Python Functions that Stand OutLearn how to write clear and efficient Python functions with these 16 simple tips. Perfect for beginners and experienced programmers alikeJan 29, 2023Jan 29, 2023
InAnalytics VidhyabyShivanand RoyCategorical Embedder: Encoding Categorical Variables via Neural NetworksBefore you —Feb 6, 20207Feb 6, 20207
Shivanand RoyVisualizing 1.4 Millions Game of Thrones Words with BERTThis past weekend while watching Game of Thrones at dinner — I had a thought — The thought of visualizing all the texts of GOT books with…Feb 24, 2020Feb 24, 2020
Shivanand RoySummarizing News Articles with BERTGoogle’s mighty BERT and its siblings' transformer architecture models — RoBERTa, XLNet, XLM, DistilBERT, ALBERT, CamemBERT, XLM-RoBERTa…Mar 4, 20203Mar 4, 20203
Shivanand RoyIntroducing AdaptNLP: A High-Level Framework For State-Of-The-Art NLP ModelsBuilt on top of Hugging Face’s Transformers🤗 and Flair library — AdaptNLP is the new entrant in NLP research.Mar 9, 2020Mar 9, 2020
Shivanand RoyFine Tuning XLNet Model for Text Classification in 3 Lines of Code | By Shivanand RoyIn this article, we will take a pretrained XLNet model and fine tune it on our dataset.Sep 8, 2020Sep 8, 2020
Shivanand RoyBuild a Faster and Accurate Search Engine on Custom Dataset with Transformers🤗 | By Shivanand RoyIn this article, we will build a search engine on a huge corpus of custom dataset with TransformersSep 13, 20201Sep 13, 20201
Shivanand RoysimpleT5 — Train T5 Models in Just 3 Lines of Code | by Shivanand Roy | 2021simpleT5 is built on top of PyTorch-lightning⚡️ and Transformers🤗 that lets you quickly train/fine-tune T5 models.Jun 2, 20215Jun 2, 20215
Shivanand RoyTop 10 Python Libraries Data Scientists should know | by Shivanand Roy | June 2021Python community offers zillion of python packages for data science pipeline starting from data cleaning to building deep learning models…Jun 16, 2021Jun 16, 2021
Shivanand RoyAbstractive Summarization with simpleT5⚡️Build your own state-of-the-art abstractive summarizer with simpleT5⚡️ in just 3 lines of codeJun 25, 20211Jun 25, 20211
Shivanand RoyKeyPhraseTransformer: Quickly Extract Keyphrases/Topics from Text Documents with T5 TransformerKeyPhraseTransformer is built on T5 transformer architecture and trained on 500K training samples to extract important phrases/topics from…Jun 24, 2022Jun 24, 2022
