metadata
license: apache-2.0
tags:
- time series
- forecasting
- pretrained models
- foundation models
- time series foundation models
- time-series
Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting
Lag-Llama is the first open-source foundation model for time series forecasting!
[Tweet Thread] [Model Weights] [Colab Demo on Zero-Shot Forecasting] [GitHub] [Paper]
This HuggingFace model houses the pretrained checkpoint of Lag-Llama.
Current Features:
💫 Zero-shot forecasting on a dataset of any frequency for any prediction length, using the Colab Demo.
Coming Soon:
⭐ An online gradio demo where you can upload time series and get zero-shot predictions and perform finetuning.
⭐ Features for finetuning the foundation model
⭐ Features for pretraining Lag-Llama on your own large-scale data
⭐ Scripts to reproduce all results in the paper.
Stay Tuned!🦙