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README.md
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> For real workloads, please use the base [Toto 2.0 collection](https://huggingface.co/collections/Datadog/toto-20). The base checkpoints are pretrained without any public data, generalize to every benchmark we have evaluated, and are what we recommend deploying.
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## ✨ What this is
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A per-`(frequency, term)` XGBoost gate over a pool of 10 foundation models (5 Toto 2.0 sizes + 5 external models). The meta-learner consumes lightweight tsfeatures from each forecast window and emits a softmax over the model pool; the final forecast is the weighted sum of the 10 base-model quantile predictions. Following the [FFORMA](https://www.sciencedirect.com/science/article/abs/pii/S0169207019300895) framework (Montero-Manso et al., 2020).
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```bibtex
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(citation coming soon)
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```
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## 📝 License
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Apache 2.0. Each base model retains its original license — see the linked HF repos in the model pool table.
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> For real workloads, please use the base [Toto 2.0 collection](https://huggingface.co/collections/Datadog/toto-20). The base checkpoints are pretrained without any public data, generalize to every benchmark we have evaluated, and are what we recommend deploying.
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## ✨ What this is?
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A per-`(frequency, term)` XGBoost gate over a pool of 10 foundation models (5 Toto 2.0 sizes + 5 external models). The meta-learner consumes lightweight tsfeatures from each forecast window and emits a softmax over the model pool; the final forecast is the weighted sum of the 10 base-model quantile predictions. Following the [FFORMA](https://www.sciencedirect.com/science/article/abs/pii/S0169207019300895) framework (Montero-Manso et al., 2020).
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```bibtex
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(citation coming soon)
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```
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