Fast and accurate forecasting of new data — without training
Recent advances in foundation time-series models are groundbreaking.
TimeGPT was the first native foundation model. It was released this past August and shook the forecasting community.
Since then, numerous other foundation models have been released, including:
- TimesFM
- MOIRAI
- Tiny Time Mixers (TTM)
- MOMENT
We’ve covered these models in previous articles, but they’ve had many updates since their initial release.
In this article, we’ll explore these updates — which include new benchmarks and improved model variants.
Let’s get started.
New updates: The model weights were recently released on Hugging Face! You can find a project tutorial for TimesFM on the AI Projects folder!
Google entered the race of foundation models with TimesFM, a 200 billion parameter model.
The problem with building large time-series models is scarcity of data. It’s challenging…