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thuml/Large-Time-Series-Model

Timer is a generative pre-trained transformer foundation model for time series forecasting, zero-shot prediction, and unified temporal analysis tasks.

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This repository provides official code, pre-trained checkpoints, and datasets for Timer and subsequent time series foundation models including Sundial and Timer-XL. It supports zero-shot probabilistic forecasting across multiple time series domains using transformer-based generative architecture. Models are released on HuggingFace for download and the repo includes quickstart notebooks and data loaders for the UTSD dataset.

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