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voidly-forecast-trajectory-v1
emperor-mew/voidly-forecast-trajectory-v1
voidly-forecast-trajectory-v1 is a time series forecasting model from emperor-mew. Use it for the time series forecasting task on the model card, and read the license before you ship it in a product. The card lists the license as cc-by-4.0.
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Public
Updated May 22, 2026
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At a glance
- Task
- Time Series Forecasting
- License
- cc-by-4.0
- Access
- Public
- Created
- May 22, 2026
- Updated
- May 22, 2026
- SHA
- 1665bb87
Model card
From the Hugging Face model README
Voidly Atlas Trajectory Forecast v1 (Seq2Seq, 30-day)
Version: v1 | License: CC BY 4.0
Seq2seq trajectory model emitting a 30-day predicted risk trajectory per country, rather than a single-horizon point estimate.
Eval
| Metric | Value |
|---|---|
loco_median_auc | 0.7400 |
Honest caveats
- Median LOCO AUC 0.74 — between single-horizon 7d (0.88) and 30d (0.84) and below them; trajectory output is more interpretable but loses calibrated edge.
- Surface this as a UI-side trajectory plot, NOT for hard threshold-crossing alerts.
Citation
@misc{voidly_voidly_forecast_trajectory_v1,
title = {Voidly Atlas: voidly-forecast-trajectory-v1 (v1)},
author = {Voidly},
year = {2026},
url = {https://huggingface.co/emperor-mew/voidly-forecast-trajectory-v1},
note = {Open censorship-research ML stack. CC BY 4.0.}
}
- Task
- Time Series Forecasting
- License
- cc-by-4.0
- Created
- May 22, 2026
- Updated
- May 22, 2026