- I'm working as a researcher at AI Center of Samsung Life Insurance.
- NLP, including Language Modeling and Represenation Learning
- And also ML, Recommend system
- Fine-tuning and serving large language model
- Retrieval augmented generation(RAG)
Name: MyungHa Kwon
Type: User
Company: Samsung Life Insurance AI Center
Bio: MS of CS in Hanyang Univ. // Interested in NLU, Deep Learning
Location: Korea
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π A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision
Flipped School 8th / Algorithm Practice / CodePlus
speed test of bert on tf1.x with multi gpus and mixed precision
Builds wordpiece(subword) vocabulary compatible for Google Research's BERT
Natural Language tool/dialog manager
Tensorflow Implementation of Convolutional Recurrent Neural Networks for Relation Extraction
Korean translation of Stanford cs231n lectures
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
Example models using DeepSpeed
Translations of TensorFlow documentation
Python SDK for building, training, and deploying ML models
Fast Python Collaborative Filtering for Implicit Feedback Datasets
Applied weight tying technique to RNN based recommendation model. Implemented with Tensorflow and Keras.
μ€κΈ νμ΄μ¬ <Intermediate Python> https://ddanggle.gitbooks.io/interpy-kr/content/
:boy: :girl: Technical-Interview guidelines written for those who started studying programming. I wish you all the best. :space_invader:
Serverless Inferencing on Kubernetes
Python package for Korean natural language processing.
Project for Korean Squad Challenge - https://korquad.github.io/
Config files for my GitHub profile.
blog
(Almost) All the LLM things studied.
LLM training in simple, raw C/CUDA
Source code for end-to-end dialogue model from the MultiWOZ paper (Budzianowski et al. 2018, EMNLP)
NLP With U
Reviews
Python wrapper for KoalaNLP (Korean NLP with Java/Scala)
A declarative, efficient, and flexible JavaScript library for building user interfaces.
π Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. πππ
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google β€οΈ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.