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Seoul National University (Human-Centered Computer Systems Lab)
Highlights
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Stars
End-to-end Generative Optimization for AI Agents
TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients. Published in Nature.
This repo contains the code for "VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks" [ICLR 2025]
**Deep Video Discovery (DVD)** is a deep-research style question answering agent designed for understanding extra-long videos.
Universal memory layer for AI Agents; Announcing OpenMemory MCP - local and secure memory management.
A JavaScript library that brings vector search and RAG to your browser!
Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language Models
Simple OpenCL Samples that Build with Khronos Headers and Libs
Supercharge Your LLM with the Fastest KV Cache Layer
Matplotlib styles for scientific plotting
Large Language Model (LLM) Systems Paper List
VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs
Survey Paper List - Efficient LLM and Foundation Models
SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API.
Run Mixtral-8x7B models in Colab or consumer desktops
This repository contains implementations and illustrative code to accompany DeepMind publications
A Zotero plugin for syncing items and notes into Notion
A curated list of Multiplayer Game Network Programming Resources
A resource repository for 3D machine learning
Cellular Traces Collected in New York City for different scenarios
C++ Reed Solomon Error Correcting Library https://www.schifra.com
This repository contains everything you need to become proficient in System Design
Purely functional video codec, used for ExCamera and Salsify
small c++ library to quickly deploy models using onnxruntime