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+ ---
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+ pipeline_tag: time-series-forecasting
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+ license: apache-2.0
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+ tags:
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+ - TSFM
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+ - Finance
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+ - Financial Forecasting
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+ - FinText
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+ library_name: transformers
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+ ---
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+ ## TimesFM-20M (TSFM) — Augmented (2012)
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+ This is the **Time Series Foundation Model (TSFM)**, pre-trained on **augmented financial time series data up to the year 2012** using the **TimesFM architecture (20M)**. The dataset spans from **1990–2012** and includes all **augmented data**.
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+ 🔗 **Related Links**
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+ - [📑 View all TimesFM (20M) models - Augmented](https://huggingface.co/collections/FinText/timesfm-20m-augmented)
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+ - [🌐 View all TSFMs](https://huggingface.co/FinText/collections)
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