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+ ---
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+ license: mit
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+ library_name: transformers
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+ pipeline_tag: feature-extraction
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+ ---
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+ # EvoLen: Evolution-Guided Tokenization for DNA Language Model
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+ This repository contains the EvoLen pretrained model described in [EvoLen: Evolution-Guided Tokenization for DNA Language Model](https://huggingface.co/papers/2604.08698).
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+ EvoLen is a DNA tokenizer that combines evolutionary stratification with length-aware decoding to better preserve functional sequence units. This model is a BERT-base architecture trained with the EvoLen tokenizer.
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+ For more details on the tokenizer, pretraining and fine-tuning, see the [Github repository](https://github.com/HN020719/EvoLen).
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+ The checkpoint corresponds to the EvoLen 100k-step pretrained model. Alternative checkpoints and tokenizer files are available on the Hugging Face Hub under the [EvoLenTokenizer organization](https://huggingface.co/EvoLenTokenizer).