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Achievements

Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Pull SharkAchievement: StarstruckAchievement: Arctic Code Vault Contributor

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@AI4Bharat

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Arunprakash-A/README.md

About me

  • I'm a deep learning researcher 🔭, currently working with transformer models.
  • I use PyTorch 🐍🔦 and Hugging Face 🤗 eco-system to build, train, fine-tune and evaluate models.
  • I'm passionate about teaching 👨‍🏫 and building quality education materials. I have built some lecture slides for the Deep learning course. Recently, I have been building and shaping course materials 📝 for the Introduction to LLM course and Modern NLP with Hugging Face.
  • Also, collaborated with Prof.Arun Rajkumar (IIT Madras) to build an NPTEL course Introduction to Machine Learning (in Tamil)
  • I love Writing blogs mostly on technical side, especially for future me 😜.
  • I like illustrating concepts using animations and interactive apps. Samples in GeoGebra
  • Philosophy of Existence: Advaita (non-duality)
  • Lifestyle: Karma Yogi

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  1. DL-Pytorch-Workshop DL-Pytorch-Workshop Public template

    Develop DL models using Pytorch and Hugging Face

    41 13

  2. Modern-NLP-with-Hugging-Face Modern-NLP-with-Hugging-Face Public

    Notebooks for the DLP course by Prof.Mitesh Khapra and me, offered to IITM BS Students.

    Jupyter Notebook 20 10

  3. Tamil-Handwritten-Chracter-Recognition-using-CNN Tamil-Handwritten-Chracter-Recognition-using-CNN Public

    Tamil Handwritten character recognition using convolutional neural networks.

    Jupyter Notebook 5 3

  4. LLM-from-scratch-PyTorch LLM-from-scratch-PyTorch Public

    This repository contains assignment notebooks for implementing vanilla transformer architecture, GPT and BERT like structures from scratch using PyTorch. This is for educational purpose only

    Jupyter Notebook 6 7

  5. huggingface/transformers huggingface/transformers Public

    🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

    Python 153k 31.3k

  6. ML-DL-LLM-Animations ML-DL-LLM-Animations Public

    Repo for all animations created for the ML, DL and LLM courses

    Jupyter Notebook 1