readme: fix markdown
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README.md
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@@ -19,8 +19,8 @@ Initially, we integrated xLSTM model training into Flair - for more information
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# Changelog
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- 06.09.2024: We discovered a (potential) bug in pretraining code: when using the complete Wikipedia corpus, unfortunately only the first 512 subtoken of each article are used.
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- 29.08.2024: Uploaded re-trained model for 1 epoch over complete German Wikipedia corpus. Training was done with gradient clipping (0.25).
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- 28.08.2024: Model training is now done with [Helibrunna](https://github.com/AI-Guru/helibrunna) fork - find it [here](https://github.com/HallerPatrick/helibrunna).
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- 10.06.2024: Initial version. xLSTM was trained with Flair library, see this [old](https://huggingface.co/stefan-it/xlstm-german-wikipedia/blob/flair-old/README.md) branch.
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# Changelog
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- 06.09.2024: We discovered a (potential) bug in pretraining code: when using the complete Wikipedia corpus, unfortunately only the first 512 subtoken of each article are used.
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We implement a grouping-based approach that tokenizes the whole corpus and groups the corpus into 512 subtoken chunks.
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Pretraining with this new approach is currently running.
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- 29.08.2024: Uploaded re-trained model for 1 epoch over complete German Wikipedia corpus. Training was done with gradient clipping (0.25).
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- 28.08.2024: Model training is now done with [Helibrunna](https://github.com/AI-Guru/helibrunna) fork - find it [here](https://github.com/HallerPatrick/helibrunna).
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- 10.06.2024: Initial version. xLSTM was trained with Flair library, see this [old](https://huggingface.co/stefan-it/xlstm-german-wikipedia/blob/flair-old/README.md) branch.
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