Quality of forecasted values is bad for simple tre...
# timegpt
l
Quality of forecasted values is bad for simple trends Hi folks, I used the Excel plugin to forecast a DAU measure with a clear exponential or logarithmic progression, and Timegpt-1 is producing a slightly downward trend instead (see attachment, the light blue is the prediction). Am I doing something wrong? This is not at all what I expected... I also attached the data to see if you can repro.
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e
Hi @Luca Spolidoro! I'll try to debug the issue, could you share the .xlsx again? It isn't allowing me to open it because of permissions, maybe in .csv
l
Thanks Edu, here the CSV file.
e
awesome, thanks
s
@Eduardo L贸pez Amaya Just a heads up, I tested the data with my API setup and got a similar result using TimeGPT-1 Long Horizon
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e
@Sergio Kuan thanks for that!
l
Hi @Eduardo L贸pez Amaya any news on the investigation? I noticed this "flatter than expected" forecast on other monotone-increasing series, see TimeGPT prediction VS a simple polynomial interpolation in the attachments.
e
Hi @Luca Spolidoro, We just released a new version of the plugin which supports
finetune_steps
, by using it this problem should be fixedstart excel or click on the
i
button at the top right and then
reload
s
Hi @Eduardo L贸pez Amaya What would be the solution if I use a similar dataset with a standard API query?
e
Hi @Sergio Kuan you should add the finetune_steps parameter to your request. Docs here https://docs.nixtla.io/reference/forecast_forecast_post
s
Got it, thanks @Eduardo L贸pez Amaya!