Skip to content
View namgyu-youn's full-sized avatar
26 followers · 39 following

Achievements

Achievement: Pair ExtraordinaireAchievement: Pull Sharkx2Achievement: QuickdrawAchievement: YOLO

Achievements

Achievement: Pair ExtraordinaireAchievement: Pull Sharkx2Achievement: QuickdrawAchievement: YOLO

Highlights

Organizations

@Pseudo-Lab @boostcampaitech7 @Team-GORANI

Block or report namgyu-youn

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
namgyu-youn/README.md

Undergraduate student interested in EfficientML (i.e., memory-efficient ML systems):

  • Distributed training : Distributed Data Parallel (DDP), Tensor Parallel (TP)
  • TinyML : Pruning, Neural Architecture Searching (NAS)
  • Optimization algorithms : Preconditioned Stochastic Tensor (Shampoo), ZeRO

For deeper understanding, I am currently focusing on the following list:

  • OSS Contribution : shampoo, maintained by Meta Research.
  • Cohort of Pseudo-Lab : Learning TinyML techniques and reviewing papers with prof. Song Han's lecture, MIT-6.5940
  • Paper Reading Group hosted by SqueezeBits: A collaborative study focused on Efficient Generative AI.

p.s. Since I love exploring GitHub OSS, many useful tools are archived in starred list. Please check DevOps and Linux!

Gradio FastAPI n8n Airflow WandB Supabase Ruff GitHub Actions

GitHub Metrics

Pinned Loading

  1. facebookresearch/optimizers facebookresearch/optimizers Public

    For optimization algorithm research and development.

    Python 513 39

  2. boostcampaitech7/level4-cv-finalproject-hackathon-cv-14-lv3 boostcampaitech7/level4-cv-finalproject-hackathon-cv-14-lv3 Public

    level4-cv-finalproject-hackathon-cv-14-lv3 created by GitHub Classroom

    HTML 3 3

  3. topicgen topicgen Public

    Analyze GitHub repository based on pre-trained model, then generate related topics('#').

    Python 1

  4. Pseudo-Lab/EfficientML Pseudo-Lab/EfficientML Public

    19 1

  5. kaggle-image-matching-challenge-2025 kaggle-image-matching-challenge-2025 Public

    Python

  6. HeavyBall HeavyBall Public

    Efficient optimizers

    Python