| Name | Institution | Date | Dataset | Size | Code | |
|---|---|---|---|---|---|---|
| TimeFM: A decoder-only foundation model for time-series forecasting | Google |
Oct 2023 | 2B | 200M | checkpoint | |
| TimeGPT-1 | Nixtla |
Oct 2023 | 100B | |||
| MOMENT: A Family of Open Time-series Foundation Models | CMU |
Feb 2024 | code | |||
| MOIRAI: Unified Training of Universal Time Series Forecasting Transformers | SalesforceAI |
Feb 2024 | 27B | 14m, 91m, 311m | checkpoint blog | |
| ForecastPFN | ||||||
| Lag-Llama | 1B | |||||
| Tiny Time Mixers (TTMs) | ||||||
| LLMTime | ||||||
| Chronos | Amazon |
March 2024 | 8M, 20M, 46M, 200M, 710M | code | ||
| VISIONTS | Saleforce |
Agust 2024 | ||||
| TIME-MOE: BILLION-SCALE TIME SERIES FOUNDATION MODELS WITH MIXTURE OF EXPERTS | `` | Oct 2024 | code |
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a collection of large time series model papers
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