NVIDIA releases Kumo Forecast time-series forecasting model
What happened
On 21 October 2026, NVIDIA released Kumo Forecast, a multivariate time-series forecasting model, on the Hugging Face blog; the model was previously named NV-Tesseract Forecasting. According to first-hand reporting, it is built on the MOMENT-1-large backbone with an approximately 340-million-parameter encoder plus a trainable forecasting head, is released under the Apache 2.0 licence, and offers pretrained time-series representations, historical pattern retrieval and interpretability. Coverage so far covers only the release, with no follow-up applications or evaluations yet.
Written by AI from the reports · updated 4 h ago
Timeline
Follow the reports to see the event from each side.
- Hugging Face BlogNVIDIA Kumo Forecast Combines Pretrained Time-Series Representations with Historical Pattern Retrieval and Interpretability
Highlights (TL;DR) NVIDIA Kumo Forecast (formerly known as NV-Tesseract Forecasting) is a multi-variate time-series forecasting model that combines a pretrained Transformer backbone with Domain-Aware Representation and Retrieval (DARR), a context-enhanced forecasting mode that blends direct model predictions with patterns retrieved from historical data. This includes interpretability of the results.
Heat of this event
Current heat 9·Peak in the comparable range 9（Oct 21 23:00）·Change over 24 hours in the comparable range –
The trend compares only the same accounts observed without a break, so its range can be narrower than the current heat count. Move the pointer or tap the chart to see each hour; with a keyboard, use the left and right arrow keys.