Full disclosure, I work at Datadog as a research engineer and this was my team behind this.
We’re releasing an open-weights time series foundation model and 350 million datapoints as a benchmark (Apache 2.0 license). The model and dataset are up on Huggingface, the paper is on Arxiv (links in the blog post).
The model and dataset all come from our own internal telemetry. We dogfood extensively and pride ourselves on being best in the world with dog puns.
I joined the team 10 months ago, coming from a data engineering background. This was my first research project. The amount of work that went into this paper blew me away. It was scary taking on a new role mid-career like this but very rewarding, I learned a ton moving from data engineer to research engineer.
Give the model a try, grab the dataset, and let us know how we can help.
chrisdevs•8mo ago
We’re releasing an open-weights time series foundation model and 350 million datapoints as a benchmark (Apache 2.0 license). The model and dataset are up on Huggingface, the paper is on Arxiv (links in the blog post).
The model and dataset all come from our own internal telemetry. We dogfood extensively and pride ourselves on being best in the world with dog puns.
I joined the team 10 months ago, coming from a data engineering background. This was my first research project. The amount of work that went into this paper blew me away. It was scary taking on a new role mid-career like this but very rewarding, I learned a ton moving from data engineer to research engineer.
Give the model a try, grab the dataset, and let us know how we can help.
We are excited to see what you build!