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Hello 👋, I'm Tae-min Kim, whose dream is to become an AI researcher. Profile

Hits


🛠 TECH STACK 🛠




Experiences


Competitions & Project

  • Hansung University - Hansung Bllossom GPT Serving, Demo / 2024.05. ~ 2024.06.
  • Visualize Diffusion Cross Attention Map for Text-to-Image, Demo / 2023.10. ~ 2023.12.
  • Boostcamp AI Tech - LawBot(Legal-GPT) Project Serving, Final Project / 2023.07. ~ 2023.08.
  • Boostcamp AI Tech - Open-Domain Question Answering, ODQA / 2023.06.07 ~ 2023.06.22
  • Boostcamp AI Tech - Topic Classification, TC / 2023.05.24 ~ 2023.06.01
  • Boostcamp AI Tech - Relation Extraction, RE / 2023.05.03 ~ 2023.05.18
  • 2023년 K-디지털 트레이닝 해커톤 예선 진출 / 2023.05.17
  • Boostcamp AI Tech - Semantic Text Similarity, STS / 2023.04.12 ~ 2023.04.20
  • Visual Intelligence Lab, Food Object Detection Project / 2023.03. ~ 2023.04.
  • 2023 교원그룹 AI 챌린지 본선 진출, Dacon / 2023.01.30 ~ 2023.02.13
  • TV 손 동작 제어 비디오 인식 AI 경진대회, Dacon / 2023.01.02 ~ 2023.02.06
  • 2022 국방 AI 경진대회 본선 진출, AI Connect / 2022-09-30 ~ 2022-12-01
  • Marusys edu Co., Ltd. 유아용 AI TeachableMachine 개발, Marusys edu Co., Ltd. / 2022-06. ~ 2023-03.

Uploaded Model huggingface

🎉kfkas/Llama-2-ko-7b-Chat🦙 모델이 51k 다운로드를 돌파하였습니다.🎉


Paper Review

  • SLIP: Self-supervision meets Language-Image Pre-training / SLIP
  • BEiT: BERT Pre-Training of Image Transformers / BEiT
  • FINE-GRAINED INTERACTIVE LANGUAGE- IMAGE PRE-TRAINING / FILIP
  • Align before Fuse: Vision and Language Representation Learning with Momentum Distillation / ALBEF
  • Visual Instruction Tuning / LLaVA
  • VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text / VATT
  • One Embedding Space To Bind Them ALL / ImageBind
  • HyperNetworks for Fast Personalization of Text-to-Image Models / HyperDreambooth
  • A Successor to Transformer for Large Language Models / RetNet
  • Language Models are Unsupervised Multitask Learners / GPT-2
  • Learning Transferable Visual Models From Natural Language Supervision / CLIP
  • Improving Language Understanding by Generative Pre-Training / GPT-1
  • Pre-training of Deep Bidirectional Transformers for Language Understanding / BERT
  • Attention is all you need / Transformer
  • Effective Approaches to Attention-based Neural Machine Translation / Seq2Seq with Attention
  • Sequence to Sequence Learning with Neural Networks / Seq2Seq
  • TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models / TrOCR
  • SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers / Segformer
  • An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale / Vision Transformer
  • Involution: Inverting the Inherence of Convolution for Visual Recognition / Involution
  • Micro-Batch Training with Batch-Channel Normalization and Weight Standardization / Weight Standardization
  • Big Transfer (BiT): General Visual Representation Learning / BiT

일부 리뷰는 Youtube, Velog에서 확인할 수 있습니다.


Top Langs 

Baekjoon Tier

Solved.ac Profile

김태민's Projects

awesome-llm-robotics icon awesome-llm-robotics

A comprehensive list of papers using large language/multi-modal models for Robotics/RL, including papers, codes, and related websites

awesome-model-quantization icon awesome-model-quantization

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

building-llama3-from-scratch icon building-llama3-from-scratch

LLaMA 3 is one of the most promising open-source model after Mistral, we will recreate it's architecture in a simpler manner.

dacon_ocr_competition icon dacon_ocr_competition

🏆 2023 교원그룹 AI 챌린지 🏆 예선 Public 8위/Private 8위 본선 Public 9위/Private 8위

diffusers icon diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

fromage icon fromage

🧀 Code and models for the ICML 2023 paper "Grounding Language Models to Images for Multimodal Inputs and Outputs".

gill icon gill

🐟 Code and models for the NeurIPS 2023 paper "Generating Images with Multimodal Language Models".

level2_klue-nlp-08 icon level2_klue-nlp-08

🏆 네이버 부스트 캠프 AI-Tech 5기 🏆 Level2 KLUE-RE Public 7위/Private 8위

llama-2-ko-7b-chat-official-implementation icon llama-2-ko-7b-chat-official-implementation

사용자가 채팅웹을 통해 자신이 처한 법률적 상황을 제시하면, 입력에 대한 문맥을 모델이 이해하여 가이드라인을 제시하고, 유사한 상황의 판례를 제공합니다.

llmtune icon llmtune

4-Bit Finetuning of Large Language Models on One Consumer GPU

maicon_competition icon maicon_competition

🏆 2022 국방 AI 경진대회 🏆 예선 Public 2위/Private 3위 본선 Public 7위/Private 7위

mprnet icon mprnet

[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.

pandagpt icon pandagpt

[TLLM'23] PandaGPT: One Model To Instruction-Follow Them All

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