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Card: remove unpublished-paper reference

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@@ -17,8 +17,7 @@ decoder), **382 M parameters**. This is a **self-contained, HuggingFace
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  `trust_remote_code` build** prepared by **NeuroTechX** so the model loads anywhere with
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  only `torch` + `transformers` + a few public pip deps — no private packages required.
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- Part of the [NeuroTechX EEG-FM Collection](https://huggingface.co/collections/NeuroTechX/eeg-foundation-models-6a443a79e9a158d702f2e8e1)
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- and the 2026 NeuroTechX DL/FM-on-EEG white paper (the successor to Roy et al. 2019).
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  ## Install
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  ```bash
 
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  `trust_remote_code` build** prepared by **NeuroTechX** so the model loads anywhere with
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  only `torch` + `transformers` + a few public pip deps — no private packages required.
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+ Part of the [NeuroTechX EEG-FM Collection](https://huggingface.co/collections/NeuroTechX/eeg-foundation-models-6a443a79e9a158d702f2e8e1).
 
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  ## Install
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  ```bash