docs(README): add initial Prism model card with GIFT-Eval metrics
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README.md
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---
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tags:
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- Time Series Forecasting
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- Ensemble
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- Foundation Models
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- gift-eval
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model-index:
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- name: Prism
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results:
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- task:
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type: time-series-forecasting
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dataset:
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name: GIFT-Eval
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type: GIFT-Eval
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metrics:
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- type: CRPS
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value: 0.466
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name: CRPS
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- type: MASE
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value: 0.680
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name: MASE
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source:
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url: https://huggingface.co/spaces/Salesforce/GIFT-Eval
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name: GIFT-Eval Time Series Forecasting Leaderboard
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---
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# Prism
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Prism is a leakage-free probabilistic forecasting ensemble developed by the Frontier Research and DeepTech Team at Birla AI Labs. Rather than training a new model, Prism combines the quantile outputs of several pretrained foundation models, learning how to blend them from a held-out validation window that never touches test data. The key insight is that different models have complementary strengths: learning a separate blend at each quantile level means the model best at the median does not have to be the model that covers the tails.
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Further details on the approach and results will be released in a future public report.
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## About Birla AI Labs
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Birla AI Labs is an applied AI company under the Office of Ananya Birla, Aditya Birla Group.
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For further information, contact us: [email ID](mailto:saurabh.deshpande-c@oab.adityabirla.com)
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Follow [Birla AI Labs on LinkedIn](https://www.linkedin.com/company/birla-ai-labs/posts/?feedView=all) for the latest updates on our offerings.
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