metadata
title: ContinuumAgent
emoji: 🔄
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 4.0.0
app_file: app.py
pinned: false
🔄 ContinuumAgent
A system for continuous factual updates to language models without requiring massive computational resources.
Overview
This demo shows how to continuously update language models with factual knowledge without requiring massive computational resources.
Key Features
- Daily Wikipedia-level knowledge refresh on commodity hardware
- O(1) reasoning latency on a single T4/A10 GPU or CPU-only
- FactPatch approach with low-rank LoRA updates