Dongkwan Kim (dongkwan-kim)

dongkwan-kim

Geek Repo

Company:@uilab-github @sparcs-kaist

Location:Daejeon, Republic of Korea

Home Page:https://dongkwan-kim.github.io/

Twitter:@_dongkwan_kim

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Organizations
mars-ai
uilab-github

Dongkwan Kim's starred repositories

ollama

Get up and running with Llama 3.1, Mistral, Gemma 2, and other large language models.

mem0

The Memory layer for your AI apps

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peft

๐Ÿค— PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

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LoRA

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

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torchtune

A Native-PyTorch Library for LLM Fine-tuning

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line_profiler

Line-by-line profiling for Python

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MiniChain

A tiny library for coding with large language models.

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ProG

A Unified Python Library for Graph Prompting

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Awesome-LLMs-in-Graph-tasks

A curated collection of research papers exploring the utilization of LLMs for graph-related tasks.

dance

DANCE: a deep learning library and benchmark platform for single-cell analysis

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geometric-rna-design

gRNAde: Geometric Deep Learning for 3D RNA inverse design

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Awesome_Graph_Foundation_Models

Accompanied repositories for our paper Graph foundation model

LaMP

Codes for papers on Large Language Models Personalization (LaMP)

MMGL

Multimodal Graph Learning: how to encode multiple multimodal neighbors with their relations into LLMs

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SetToGraphPaper

SetToGraph paper repository

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BLEnD

BLEnD: A Benchmark for LLMs on Everyday Knowledge in Diverse Cultures and Languages

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scbert-reusability

Reusability report of scBERT

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CREHate

Dataset and Codes for our paper "Exploring Cross-Cultural Differences in English Hate Speech Annotations: From Dataset Construction to Analysis"

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GML-on-Multi-Tables

The tutorial website for KDD 2024 tutorial Graph Machine Learning Meets Multi-Table Relational Data

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Ko-GraphRAG

๋ณธ ์—ฐ๊ตฌ์—์„œ๋Š” GraphRAG ๋ ˆํฌ์ง€ํ† ๋ฆฌ์˜ ์ฝ”๋“œ๋ฅผ ๋ฐ”ํƒ•์œผ๋กœ OpenAI API ๋Œ€์‹  Ollama๋ฅผ ์‚ฌ์šฉํ•˜๋„๋ก ์ฝ”๋“œ๋ฅผ ์ˆ˜์ •ํ•˜์˜€์Šต๋‹ˆ๋‹ค.

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