Chronos: Learning the Language of Time Series · HackerPapers discussions

Chronos: Learning the Language of Time Series — mentioned by rockwotj

Tue, 31 Mar 2026 06:00:35 GMT

https://www.datadoghq.com/blog/datadog-time-series-foundatio... https://moment-timeseries-foundation-model.github.io/ https://arxiv.org/abs/2403.07815 A friend at work used one to predict when our CEO would post in Slack, which is verry entertaining to see if correct.

Paper and discussion history. A mention is not an endorsement.

Chronos: Learning the Language of Time Series — mentioned by rcmcintosh

Wed, 14 Aug 2024 14:53:08 GMT

Chronos: Learning the Language of Time Series: "We introduce Chronos, a simple yet effective framework for pretrained probabilistic time series models. Chronos tokenizes time series values using scaling and quantization into a fixed vocabulary and trains existing transformer-based language model architectures on these tokenized time series via the cross-entropy loss. We pretrained Chronos models based on the T5 family (ranging from 20M to 710M parameters) on a large collection of publicly available datasets, complemented by a synthetic dataset that we generated via Gaussian processes to…

Paper and discussion history. A mention is not an endorsement.

Chronos: Learning the Language of Time Series — HN submission

Fri, 22 Mar 2024 03:25:13 GMT

Chronos: Learning the Language of Time Series

207 points; 59 discussion replies on HN. Paper and source history. A submission is not an endorsement.

Chronos: Learning the Language of Time Series — HN submission

Mon, 18 Mar 2024 06:00:02 GMT

Chronos: New ML Framework for Pretrained Probabilistic Time Series Models

9 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

Chronos: Learning the Language of Time Series — HN submission

Thu, 14 Mar 2024 07:37:23 GMT

Chronos: Learning the Language of Time Series

6 points; 1 discussion reply on HN. Paper and source history. A submission is not an endorsement.