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@@ -18,12 +18,14 @@ All the models have a comparable model size between 90 MB and 150 MB, BPE tokeni
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  ### Model Sources
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  - **Repository:** [Plant DNA LLMs](https://github.com/zhangtaolab/plant_DNA_LLMs)
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- - **Manuscript:** [Versatile applications of foundation DNA language models in plant genomes]()
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  ### Architecture
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  The model is trained based on the InstaDeepAI/nucleotide-transformer-v2-100m-multi-species model with modified tokenizer that replaces k-mer to BPE.
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  ### How to use
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  Install the runtime library first:
 
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  ### Model Sources
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  - **Repository:** [Plant DNA LLMs](https://github.com/zhangtaolab/plant_DNA_LLMs)
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+ - **Manuscript:** [Versatile applications of foundation DNA large language models in plant genomes]()
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  ### Architecture
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  The model is trained based on the InstaDeepAI/nucleotide-transformer-v2-100m-multi-species model with modified tokenizer that replaces k-mer to BPE.
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+ This model is fine-tuned for predicting open chromatin.
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  ### How to use
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  Install the runtime library first: