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Resume

Recent Updates: Aug 2024

My interests

  • Vision AI
  • LLM (Large Language Models)
  • Model Compression (Quantization)

Career

  • kakaohealthcare (Jan 2024 ~ Jul 2024)

Tech stack

Contact

LinkedIn Email

SangHo Kim's Projects

adai_challenge icon adai_challenge

Implement a model of real-time semantic segmentation for autonomous driving

autoawq icon autoawq

AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:

blindover_ai icon blindover_ai

Build AI model to classify beverages for blind individuals

llm-adapters icon llm-adapters

Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"

llm-course icon llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

mlops-tutorial icon mlops-tutorial

A FastAPI-based API for training, evaluating, and performing inference with models on various benchmark datasets.

moai-challenge icon moai-challenge

Chest CT에서의 인공지능 기반 자동 Body morphometry 측정

open-llms icon open-llms

📋 A list of open LLMs available for commercial use.

yolov7_varifocal icon yolov7_varifocal

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

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