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  # Model Card for TTM
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- TTM refers to the initial open-source release of Pretrained TinyTimeMixers from IBM Research. With less than 1 Million parameters, TTM
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- introduces the notion of the first-ever “tiny” pre-trained models for Time-Series Forecasting. TTM outperforms several popular benchmarks
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- demanding billions of parameters in zero-shot and few-shot forecasting. TTM is pre-trained on diverse public time-series datasets which can
 
 
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  be easily fine-tuned for your target data. Refer to our [paper](https://arxiv.org/pdf/2401.03955.pdf) for more details.
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  **Note that zeroshot, fine-tuning and inference tasks using TTM can easily be executed in 1 GPU machine or in laptops too!!**
 
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  # Model Card for TTM
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+ TTM, also known as TinyTimeMixer, is a compact pre-trained model for Time-Series Forecasting, open-sourced by IBM Research.
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+ With less than 1 Million parameters, TTM introduces the notion of the first-ever “tiny” pre-trained models for Time-Series Forecasting.
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+ TTM outperforms several popular benchmarks
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+ demanding billions of parameters in zero-shot and few-shot forecasting. TTM is pre-trained on diverse public time-series datasets which
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+ can
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  be easily fine-tuned for your target data. Refer to our [paper](https://arxiv.org/pdf/2401.03955.pdf) for more details.
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  **Note that zeroshot, fine-tuning and inference tasks using TTM can easily be executed in 1 GPU machine or in laptops too!!**