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README.md
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`ChatTS` focuses on **Understanding and Reasoning** about time series, much like what vision/video/audio-MLLMs do.
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This repo provides code, datasets and model for `ChatTS`: [ChatTS: Aligning Time Series with LLMs via Synthetic Data for Enhanced Understanding and Reasoning](https://arxiv.org/pdf/2412.03104).
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## Key Features
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ChatTS is a Multimodal LLM built natively for time series as a core modality：
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- ✅ **Native support for multivariate time series**
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`ChatTS` focuses on **Understanding and Reasoning** about time series, much like what vision/video/audio-MLLMs do.
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This repo provides code, datasets and model for `ChatTS`: [ChatTS: Aligning Time Series with LLMs via Synthetic Data for Enhanced Understanding and Reasoning](https://arxiv.org/pdf/2412.03104).
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## Web Demo
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The Web Demo of ChatTS-14B is available at HuggingFace Spaces: [](https://huggingface.co/spaces/xiezhe22/ChatTS)
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## Key Features
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ChatTS is a Multimodal LLM built natively for time series as a core modality：
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- ✅ **Native support for multivariate time series**
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