Paper Review, Deep Learning, Time Series Forecasting, Llm, Zero Shot Learning.
outperform ForecastPFN (zero-shot forecaster) and GPT4TS (fine-tuned GPT2), showing notable promise as generalist time series forecasters. Fine-tuning small model demonstrated significant performance improvements, leading it to outperform both larger Chronos variants in a zero-shot setting and the