Add more LLMs / Zero-shot / time-series-foundation-models

[CoteDave]

Description

Amazon Chronos-T5: https://huggingface.co/amazon/chronos-t5-large
IBM Granite: https://huggingface.co/ibm-granite/granite-timeseries-ttm-v1
Lag-Llama: https://huggingface.co/time-series-foundation-models/Lag-Llama
Moirai: https://huggingface.co/Salesforce/moirai-1.1-R-large
TimesFM: https://huggingface.co/google/timesfm-1.0-200m

Use case

No training (Zero-Shot) or Few-shot
Usefull to make benchmark with the time-series-foundation-models vs other methods and make science progress

[ogencoglu]

For multi-variate: https://huggingface.co/ibm-granite/granite-timeseries-ttm-r1