Armaghan Shakir comments

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                                            Armaghan Shakir

[ENH] Loader for pretrained transformer models from hugging face

sure, makes sense

[ENH] Add support for TimesFM

I have a question: What is the right way to implement this interface? 1. add the package `timesfm` as a dependency to sktime and create the interface on top of...

[ENH] Add fine tuning methods using PEFT for `HFTransformersForecaster`

FYI @benHeid , this is something maybe you can help with?

[ENH] Add fine tuning methods using PEFT for `HFTransformersForecaster`

yes @benHeid that seems to solve the problem, Thanks

TypeError: forward() got an unexpected keyword argument 'is_causal'

yes you can basically add `, is_causal: bool = None` or `, **kwargs` at the end of forward pass for `TransformerBatchNormEncoderLayer`

Feature Request: Progress bar for batch upload_points function

That does sound a very genuine feature because recently I was uploading vectors and didn't know how long to wait. For some samples it would take 3 minutes, for larger...

[ENH] Add support for TimesFM

@julian-fong did you start working on this? I was also planning to do so. If you are busy with something else as well, I can take this up.

[ENH] Add support for TimesFM

@fkiraly There are a few things with TimesFM - it also uses freq, should we deal with it the same way we dealt with NeuralForecast in https://github.com/sktime/sktime/pull/6039 - it has...

[ENH] Add support for TimesFM

> Why not? I have tried this on linux and things are working fine - but I have seen people raise issues and also discussed this with @julian-fong that there...

[ENH] Add support for TimesFM

@fkiraly this might be blocking - `TimesFM` does not work for all python versions, how do we handle that?