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Emissary
- South Korea
- https://scholar.google.com/citations?user=Q1Af6VkAAAAJ&hl=ko
- in/yuwon-lee-0539551aa
Highlights
- Pro
Stars
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
🚀 An open and lightweight modification to Windows, designed to optimize performance, privacy and usability.
Lightweight coding agent that runs in your terminal
LongRoPE is a novel method that can extends the context window of pre-trained LLMs to an impressive 2048k tokens.
Sequential Diffusion Language Model (SDLM) enhances pre-trained autoregressive language models by adaptively determining generation length and maintaining KV-cache compatibility, achieving high eff…
🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄.
Reference PyTorch implementation and models for DINOv3
A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.
The official Python SDK for Model Context Protocol servers and clients
Trae Agent is an LLM-based agent for general purpose software engineering tasks.
Official repository for "VideoPrism: A Foundational Visual Encoder for Video Understanding" (ICML 2024)
A high-throughput and memory-efficient inference and serving engine for LLMs
Split text into semantic chunks, up to a desired chunk size. Supports calculating length by characters and tokens, and is callable from Rust and Python.
PyTorch code and models for VJEPA2 self-supervised learning from video.
[CVPR 2023] "PoseFormerV2: Exploring Frequency Domain for Efficient and Robust 3D Human Pose Estimation" official implementation.
MoViNets PyTorch implementation: Mobile Video Networks for Efficient Video Recognition;
Real-time Action detection demo for the work Actor Conditioned Attention Maps. This repo includes a complete pipeline for person detection/tracking and analyzing their actions in real-time.
Demo of a customer service use case implemented with the OpenAI Agents SDK
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey [Miyai+, TMLR2025]
[ICCV 2025] LLaVA-CoT, a visual language model capable of spontaneous, systematic reasoning
Repair malformed JSON from LLMs, APIs, logs, and user input in Python.
Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends
Awesome list for LLM quantization