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Mastering Time Series Forecasting with Morai

30M downloads. Salesforce's Moirai just became the standard for time series forecasting.

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The KeyNews take

Why it matters

Moirai is a production-ready forecasting model with significant adoption (30M+ HF downloads) and benchmark wins. Practitioners building demand planning, anomaly detection, or financial forecasting pipelines should evaluate it against proprietary alternatives.

The key facts

11 to know
  1. Salesforce Moirai: time series forecasting + anomaly detection

  2. 30M+ downloads on Hugging Face

  3. Top rankings across multiple time series benchmarks

  4. Development started 2023, now industry-leading

  5. Open-weight model availability (Hugging Face distribution)

  6. Moirai: Salesforce time-series forecasting model

  7. 30+ million Hugging Face downloads

  8. Top rankings on time-series benchmarks

  9. Development began 2023; now production-ready

  10. Includes anomaly detection capability

  11. Customer feedback validates adoption

Go to the source

Salesforce Newsroomsalesforce.com

Publisher excerpt: Salesforce’s Moirai model predicts the future. It is designed for time series forecasting, which involves forecasting future patterns with anomaly detection as well. Since development began in 2023, Moirai has become an industry-leading model with over 30 million downloads on Hugging Face and top…
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