TimeGPT: Production Ready Time Series Foundation Model for Forecasting
1–8 of 8 posts
Re: TimeGPT: Production Ready Time Series Foundation Model for Forecasting
#2Training a model with multiple billion floating point parameters on only 100 billion data points feels like a bad idea.
Re: TimeGPT: Production Ready Time Series Foundation Model for Forecasting
#3> TimeGPT outperforms a comprehensive range of well-established statistical and cutting-edge deep learning models, consistently ranking among the top three performers across various frequencies.
I'm immediately skeptical af if there is nothing more explicit than this. That's handwaving bs. Top three means nothing if I don't have proper data.
Re: TimeGPT: Production Ready Time Series Foundation Model for Forecasting
#4Closed-source. I'm not sure why this is interesting. ML API companies hoping to hit it rich are a dime a dozen.
With the exception of a few like OpenAI, I can't imagine much success over open source models.
If it can genuinely predict stocks, start a hedge fund.
Re: TimeGPT: Production Ready Time Series Foundation Model for Forecasting
#5The website (https://www.nixtla.io/) says all sorts of companies are using this: Ford, Lyft, Nestle, T-Mobile, Wayfair, etc etc.
That's not actually true, right? Surely that's a lie? I find it very unlikely that these huge companies are actually using this, especially considering how sketchy the website is (the About page doesn't list any employees/executives, there are no case studies, no white papers describing what this product even is.)
I get the impression this product only exists to scam investors who have unrealistic expectations of AI.
Re: TimeGPT: Production Ready Time Series Foundation Model for Forecasting
#6The link to the anomaly detection use case is broken https://docs.nixtla.io/docs/tutorials-anomaly_detection
Re: TimeGPT: Production Ready Time Series Foundation Model for Forecasting
#7The website ( https://www.nixtla.io/ ) says all sorts of companies are using this: Ford, Lyft, Nestle, T-Mobile, Wayfair, etc etc. That's not actually true, right? Surely that's a lie? I find it very unlikely that these huge companies are actually using this, especially considering how sketchy the website is (the About page doesn't list any employees/executives, there are no case studies, no white papers describing w…
Hi! Max from Nixtla here. Those are users of our open-source libraries. nixtlaverse.nixtla.io, not users of TimeGPT.
Re: TimeGPT: Production Ready Time Series Foundation Model for Forecasting
#8The link to the anomaly detection use case is broken https://docs.nixtla.io/docs/tutorials-anomaly_detection
Fixed