---
library_name: pytorch
tags:
- time-series
- forecasting
- linearpfn
---

# LinearPFN

This model hosts the public LinearPFN weights for the GitHub repository: [https://github.com/longthangvu/LinearPFN](https://github.com/longthangvu/LinearPFN).

- seq_len: 96
- pred_len: 96
- checkpoint: best_model.pt
- config: run_config.json

Zero-shot forecasting results on [TSLib datasets](https://github.com/thuml/Time-Series-Library):

| Dataset | MSE | MAE |
| --- | ---: | ---: |
| electricity | 0.30975318 | 0.38683423 |
| ETTh1 | 0.0679849 | 0.1959967 |
| ETTh2 | 0.12804282 | 0.27522495 |
| ETTm1 | 0.03448291 | 0.13719921 |
| ETTm2 | 0.08038426 | 0.20534784 |
| exchange | 0.12550306 | 0.26700076 |
| traffic | 0.24860084 | 0.34372288 |
| weather | 0.001456768 | 0.030810302 |