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이루리's Projects

aios icon aios

AIOS: LLM Agent Operating System

appagent icon appagent

AppAgent: Multimodal Agents as Smartphone Users, an LLM-based multimodal agent framework designed to operate smartphone apps.

autokg icon autokg

LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities

chameleon icon chameleon

Repository for Meta Chameleon a mixed-modal early-fusion foundation model from FAIR.

colpali icon colpali

The code used to train and run inference with the ColPali architecture.

cumo icon cumo

CuMo: Scaling Multimodal LLM with Co-Upcycled Mixture-of-Experts

deepspeed icon deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

generative-negative-mining icon generative-negative-mining

Enhancing Multimodal Compositional Reasoning of Visual Language Models with Generative Negative Mining, WACV 2024

guicourse icon guicourse

GUICourse: From General Vision Langauge Models to Versatile GUI Agents

kaggle_kr icon kaggle_kr

2018 공개 소프트웨어 컨트리뷰톤 - 캐글 속 커널 한글화 작업을 통한 데이터 사이언스 대중화 프로젝트

litellm icon litellm

Call all LLM APIs using the OpenAI format. Use Bedrock, Azure, OpenAI, Cohere, Anthropic, Ollama, Sagemaker, HuggingFace, Replicate, Groq (100+ LLMs)

llama-factory-ko icon llama-factory-ko

Easy-to-use LLM fine-tuning framework (LLaMA, BLOOM, Mistral, Baichuan, Qwen, ChatGLM)

lomo icon lomo

LOMO: LOw-Memory Optimization

mayday icon mayday

An self-improving embodied conversational agent seamlessly integrated into the operating system to automate our daily tasks.

megabyte icon megabyte

A PyTorch implementation of MEGABYTE. This multi-scale transformer architecture has the excellent features of tokenization-free and sub-quadratic attention. The paper link: https://arxiv.org/abs/2305.07185

megatron-lm icon megatron-lm

Ongoing research training transformer models at scale

mm-cot icon mm-cot

Official implementation for "Multimodal Chain-of-Thought Reasoning in Language Models" (stay tuned and more will be updated)

moe-llava icon moe-llava

Mixture-of-Experts for Large Vision-Language Models

monkey icon monkey

【CVPR 2024 Highlight】Monkey (LMM): Image Resolution and Text Label Are Important Things for Large Multi-modal Models

nanotron icon nanotron

Minimalistic large language model 3D-parallelism training

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