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SNU Software Platform Lab @snuspl
- Seoul, Korea
- wonook.github.io
- https://orcid.org/0000-0002-8530-2184
Highlights
- Pro
Stars
One command brings a complete pre-wired LLM stack with hundreds of services to explore.
A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.
跨平台剪贴板同步、历史记录管理工具 / Cross-platform cipboard syncing, history management tool
Latency and Memory Analysis of Transformer Models for Training and Inference
A project page template for academic papers. Demo at https://eliahuhorwitz.github.io/Academic-project-page-template/
Virtual whiteboard for sketching hand-drawn like diagrams
HunyuanVideo: A Systematic Framework For Large Video Generation Model
Code Repository for Liquid Time-Constant Networks (LTCs)
Code repository of the paper Learning Long-Term Dependencies in Irregularly-Sampled Time Series
Development repository for the Triton language and compiler
Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackable.
Tips for Writing a Research Paper using LaTeX
PyTorch and TensorFlow implementation of NCP, LTC, and CfC wired neural models
pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this project forward.
AirLLM 70B inference with single 4GB GPU
Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.
Universal LLM Deployment Engine with ML Compilation
LMDeploy is a toolkit for compressing, deploying, and serving LLMs.
20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
Industry leading face manipulation platform
AI on GKE is a collection of examples, best-practices, and prebuilt solutions to help build, deploy, and scale AI Platforms on Google Kubernetes Engine
This gym leverages NS3 and WebRTC, which can be used by reinforcement learning or other methods to build a Bandwidth Controller for WebRTC
Evaluation framework for RL-based bitrate control for WebRTC