Sungkyun Kim (SungBalance)

SungBalance

Geek Repo

Company:@mlsys-seo MLSYS Lab, Hanyang Univertity

Location:Seoul, South Korea

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Sungkyun Kim's repositories

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adaptdl

Resource-adaptive cluster scheduler for deep learning training.

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AI-Shorts-Creator

AI-Video-Cropper is a Python-based tool that leverages the power of GPT-4 (OpenAI's language model) to automatically analyze videos, extract the most interesting sections, and crop them for improved viewing experience. This project combines the capabilities of GPT-4, FFmpeg, and OpenCV to automate the process of identifying highlights in videos

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aiomonitor

aiomonitor is module that adds monitor and python REPL capabilities for asyncio application

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ao

torchao: PyTorch Architecture Optimization (AO). Performant kernels that work with PyTorch.

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awesome-azure-openai-llm

"Awesome-LLM: a curated list of Azure OpenAI & Large Language Models" 🔎References to Azure OpenAI, 🦙Large Language Models, and related 🌌 services and 🎋libraries.

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backgroundremover

BackgroundRemover lets you Remove Background from images and video with a simple command line interface

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bert

TensorFlow code and pre-trained models for BERT

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byteps

A high performance and generic framework for distributed DNN training

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Deep-Learning-Paper-Review-and-Practice

꼼꼼한 딥러닝 논문 리뷰와 코드 실습

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graph_def_editor

GraphDef Editor: A port of the TensorFlow contrib.graph_editor package that operates over serialized graphs

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ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

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langchain-kr

LangChain 공식 Document, Cookbook, 그 밖의 실용 예제를 바탕으로 작성한 한국어 튜토리얼입니다. 본 튜토리얼을 통해 LangChain을 더 쉽고 효과적으로 사용하는 방법을 배울 수 있습니다.

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llama.cpp

Port of Facebook's LLaMA model in C/C++

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llm-course

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

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LLM-Inference-tests

LLM-Inference-tests

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LLM-Pruner

[NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support LLaMA, Llama-2, BLOOM, Vicuna, Baichuan, etc.

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Megatron-LM

Ongoing research training transformer language models at scale, including: BERT & GPT-2

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mergekit

Tools for merging pretrained large language models.

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PowerInfer

High-speed Large Language Model Serving on PCs with Consumer-grade GPUs

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pyreft

ReFT: Representation Finetuning for Language Models

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regression-transformer

Regression Transformer (2023; Nature Machine Intelligence)

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similar-patents-kobert

A Model that search similar Korean patents using KoBERT

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stanford-dialogues

This codebase provides a unified interface to several dialogue datasets

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Stock-Prediction-Models

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

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stonkgs

Multimodal Transformers for biomedical text and Knowledge Graph data

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tf-metal-experiments

TensorFlow Metal Backend on Apple Silicon Experiments (just for fun)

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vgpu_unlock

Unlock vGPU functionality for consumer grade GPUs.

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vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

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