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  - biology
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  # Model Card for Model ID
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- PlantGFM is a genetic foundation model pre-trained on the complete genome sequences of 12 model plants, encompassing 108 billion nucleotides. Using the Hyena framework with 220 million parameters and a context length of 64K bp, PlantGFM models sequences at single-nucleotide resolution. The model employed a length warm-up strategy, starting with 1K bp fragments and gradually increasing to 64K bp, enhancing training stability and accelerating convergence.
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  ### Model Sources
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  - biology
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  # Model Card for Model ID
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+ PlantGFM-Gene-generation is a gene generation model re-trained from PlantGFM using DNA sequences of 355,190 natural plant genes with lengths less than or equal to 4,000 base pairs. The model was re-trained with prompt-based training for two epochs, using the prompt "gene" to guide the learning process and help the model generate novel plant gene sequences that align with the patterns and structures of natural genes.
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  ### Model Sources
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