LLMTS

Some other nice llm for time-series repositories:

Content

Task	Data	Name	LLM	Paper	Code	Publication
Paper Nums:?+
TS Forecasting	Time300B	Time-MoE	Transformer & MoE Decoder-Only	Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts	Pytorch	Arxiv 2024
Long/Short Forecasting Imputation Anomaly Classification	LOTSA	MOMENT	Transformer Encoder-Only	MOMENT: A Family of Open Time-series Foundation Models	Pytorch	ICML 2024
TS Forecasting probabilistic	monash GluonTS	Moirai	T5 Encoder-Only	Unified Training of Universal Time Series Forecasting Transformers	Pytorch	ICML 2024
TS Forecasting probabilistic	Google Trends Wiki Informer ..	TimeFM	Transformer Decoder-Only	A decoder-only foundation model for time-series forecasting	Pytorch	ICML 2024
Zero TS Forecasting probabilistic	Darts monash Informer	LLMTIME	GPT-2 llama2-70B	Large Language Models Are Zero-Shot Time Series Forecasters	Pytorch	NIPS 2023
TS Forecasting probabilistic	monash GluonTS	Lag-Llama	llama-frame Decoder-Only	Lag-Llama: Towards Foundation Models for Time Series Forecasting	Pytorch	NIPS 2023