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My interests

  • Vision AI
  • LLM
  • Model Compression (Quantization)

Careers

  • kakaohealthcare (2024.01 ~ present)

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.

moai-challenge icon moai-challenge

Chest CT에서의 인공지능 기반 자동 Body morphometry 측정

nlp-with-pytorch icon nlp-with-pytorch

<파이토치로 배우는 자연어 처리>(한빛미디어, 2021)의 소스 코드를 위한 저장소입니다.

open-llms icon open-llms

📋 A list of open LLMs available for commercial use.

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

tuning_playbook_ko icon tuning_playbook_ko

딥러닝 모델의 성능을 체계적으로 극대화하기 위한 플레이북

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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