Sungkyun Kim's repositories
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
aiomonitor
aiomonitor is module that adds monitor and python REPL capabilities for asyncio application
ao
torchao: PyTorch Architecture Optimization (AO). Performant kernels that work with PyTorch.
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.
backgroundremover
BackgroundRemover lets you Remove Background from images and video with a simple command line interface
Deep-Learning-Paper-Review-and-Practice
꼼꼼한 딥러닝 논문 리뷰와 코드 실습
graph_def_editor
GraphDef Editor: A port of the TensorFlow contrib.graph_editor package that operates over serialized graphs
ignite
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
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.
llama.cpp
Port of Facebook's LLaMA model in C/C++
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
LLM-Inference-tests
LLM-Inference-tests
LLM-Pruner
[NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support LLaMA, Llama-2, BLOOM, Vicuna, Baichuan, etc.
Megatron-LM
Ongoing research training transformer language models at scale, including: BERT & GPT-2
mergekit
Tools for merging pretrained large language models.
PowerInfer
High-speed Large Language Model Serving on PCs with Consumer-grade GPUs
pyreft
ReFT: Representation Finetuning for Language Models
regression-transformer
Regression Transformer (2023; Nature Machine Intelligence)
similar-patents-kobert
A Model that search similar Korean patents using KoBERT
stanford-dialogues
This codebase provides a unified interface to several dialogue datasets
Stock-Prediction-Models
Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
tf-metal-experiments
TensorFlow Metal Backend on Apple Silicon Experiments (just for fun)
vgpu_unlock
Unlock vGPU functionality for consumer grade GPUs.
vllm
A high-throughput and memory-efficient inference and serving engine for LLMs