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I found the following paper fascinating to read: a decoder-based model, inspired by NLP architectures, achieves impressive zero-shot time-series forecasting without heavy fine-tuning. See link below. #timeseries #foundationmodels #forecasting #machinelearning.
https://arxiv.org/abs/2310.10688