Heo, Sung's repositories

Anima

33B Chinese LLM, DPO QLORA, 100K context, AirLLM 70B inference with single 4GB GPU

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autogluon

Fast and Accurate ML in 3 Lines of Code

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AutoRAG

RAG AutoML Tool - Find optimal RAG pipeline for your own data.

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ChatGee

카카오톡 AI 챗봇 빌더

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ChatRTX

A developer reference project for creating Retrieval Augmented Generation (RAG) chatbots on Windows using TensorRT-LLM

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FLAML

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

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fsi-samples

A collection of open-source GPU accelerated Python tools and examples for quantitative analyst tasks and leverages RAPIDS AI project, Numba, cuDF, and Dask.

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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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langserve_ollama

무료로 한국어🇰🇷 파인튜닝 모델 받아서 로컬 LLM 호스팅. LangServe, Ollama, streamlit + RAG

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law-chatbot

법원판례 챗봇 서비스

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Live2Diff

Live2Diff: A Pipeline that processes Live video streams by a uni-directional video Diffusion model.

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LLaMA-Factory

Unify Efficient Fine-Tuning of 100+ LLMs

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magic-animate

MagicAnimate: Temporally Consistent Human Image Animation using Diffusion Model

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mediapipe

Cross-platform, customizable ML solutions for live and streaming media.

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NeMo

A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)

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nim-anywhere

Accelerate your Generative AI with NIMs.

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ollama

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

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open-webui

ChatGPT-Style WebUI for LLMs (Formerly Ollama WebUI)

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priompt

Prompt design using JSX.

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Socratic

A simple Mathematical utility for Humans 🦉

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SolarLLMZeroToAll

Full Stack SolarLLM Zero to All

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STUDY_RAPIDS

NVIDIA 기술랩 - Data Engineering with RAPIDS code 정리 용 repository

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TensorRT-Model-Optimizer

TensorRT Model Optimizer is a unified library of state-of-the-art model optimization techniques such as quantization and sparsity. It compresses deep learning models for downstream deployment frameworks like TensorRT-LLM or TensorRT to optimize inference speed on NVIDIA GPUs.

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Titanic_RAPIDS

Titanic Machine Learning with RAPIDS

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workbench-example-hybrid-rag

An NVIDIA AI Workbench example project for Retrieval Augmented Generation (RAG)

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workbench-example-rapids-cudf

An NVIDIA AI Workbench example project for exploring the RAPIDS cuDF library

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workbench-example-rapids-cuml

An NVIDIA AI Workbench example project for exploring the RAPIDS cuML library

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workbench-llamafactory

This is an NVIDIA AI Workbench example project that demonstrates an end-to-end model development workflow using Llamafactory.

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