NVIDIA releases Kumo Forecast, an Apache 2.0 time-series forecasting model
Overview
NVIDIA releases Kumo Forecast, a multivariate time-series forecasting model, under the Apache 2.0 license, with code at NVIDIA/Kumo-TS and weights at nvidia/Kumo-Forecast.
The model was formerly named NV-Tesseract Forecasting, according to NVIDIA's Hugging Face blog post.
Kumo Forecast is built on the MOMENT-1-large backbone, with an approximately 340-million-parameter base encoder and a trainable forecasting head. It adds Domain-Aware Representation and Retrieval (DARR), which blends direct model predictions with patterns retrieved from historical context data. It also includes an interpretability framework that produces per-horizon explanations.
Written by AI from the articles below · updated Oct 21, 9:12 AM ET
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- Hugging Face BlogOfficialNVIDIA releases Kumo Forecast, a time-series model with retrieval and interpretability
AINVIDIA's Kumo Forecast, formerly NV-Tesseract Forecasting, is a multivariate time-series model built on the MOMENT-1-large backbone with an approximately 340-million-parameter base encoder and a trainable forecasting head. It adds Domain-Aware Representation and Retrieval (DARR), which blends direct predictions with patterns retrieved from historical context data, and an interpretability framework that produces per-horizon explanations. The model is available under the Apache 2.0 license, with code at NVIDIA/Kumo-TS and weights at nvidia/Kumo-Forecast.
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