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Hi Afiq! Thanks for the interest. We are slowly making some new and bigger pre-trained models available to some users. The idea is to have something like an api for time series available. We would love to understand your use case better.

Hey @Afiq Johari! The pretrained models in the repo only work with neuralforecast<1.0.0. Please follow this notebook (https://github.com/Nixtla/transfer-learning-time-series/blob/main/nbs/Transfer_Learning.ipynb) and use “pip install “neuralforecast<1.0.0”“. 🙂

Hi @Max (Nixtla), thank you for your response. I would like to clarify that I am interested in utilizing the pre-trained model (with a monthly frequency) for short-term forecasting or nowcasting, specifically for a 5-month horizon. Currently, I am unable to use the API due to data privacy concerns. Therefore, I would like to load the pre-trained models directly into my server environment.