Time Series Transformer base model "huggingface/tst-base"?

#1
by zzha6204 - opened

Hi, Time Series Transformer authors,

Time Series Transformer seems really interesting for any time-based predictions.
When I read its document, there is a pre-trained model from "huggingface/tst-base" but actually it does not exist.
May I know if a new pre-trained model will be released soon or if this model supposes to be the one?

As this current pre-trained model seems not to perform well in the provided dataset, I may have done something wrong.

Here is a simple comparison between the ground truth (up) and the generated prediction [by just averaging the sequence from the prediction model's ouput] (bottom)

Screenshot from 2022-10-27 16-10-19.png
Figure1: Ground Truth, just print out the numbers over the future 24 time-stamps
Screenshot from 2022-10-27 16-10-49.png
Figure2: Predicted, the numbers over the future 24 time-stamps

Will be really appreciated any help or releasing the model.

Thank you!

Hugging Face org

Maybe of interest to @nielsr @kashif

Hugging Face org

thanks @zzha6204 we will release a notebook and documentation soon will send you a notification here then

Hugging Face org
β€’
edited Dec 1, 2022

Kindly have a look at the draft of the initial blog post on this here: https://huggingface.co/blog/time-series-transformers

nielsr changed discussion status to closed

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