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Show HN: Forecasting my backyard weather with a 22M time-series model

huggingface.co
4 分·作者 chrisdevs·2个月前·4 评论

Datadog scales time series foundation models to 2.5B parameters

huggingface.co
6 分·作者 chrisdevs·2个月前·4 评论

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chrisdevs
·2个月前·讨论
Thanks. I enjoyed putting this together.

It's been satisfying watching the temperature forecast compared to my local station.
chrisdevs
·2个月前·讨论
I'm not measuring wind for the reasons you stated.

The temperature forecast though has been interesting to compare and track. That's what I am most interested in.
chrisdevs
·2个月前·讨论
Great question. Haven't figured that out yet personally.

Will let you know :)
chrisdevs
·2个月前·讨论
I'm a research engineer on the team behind this at Datadog AI Research.

We released a family of open-weight models today, 4M to 2.5B params.

It's the first time we've been able to scale time series foundation models this large and train them long enough to see performance keep improving with size.

These were trained on internal Datadog observability data (from monitoring ourselves) and synthetic data.

More details in our blog post (https://www.datadoghq.com/blog/ai/toto-2/), technical report is coming soon.

Happy to answer questions.