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@@ -13,6 +13,7 @@ Protein-Llama-3-8B is a specialized version of the [Llama-3-8B](https://huggingf
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  This model has been continually pre-trained using [LoRA](https://huggingface.co/docs/diffusers/en/training/lora) technique on extensive datasets of protein sequences, enabling it to generate novel protein sequences based on natural language prompts.
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  It supports both uncontrollable and controllable protein generation, allowing users to specify desired characteristics for the proteins.
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  The model is designed to facilitate advancements in protein engineering, making it a valuable tool for drug development, chemical synthesis, and other biotechnological applications.
 
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  ### Model Description
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  This model has been continually pre-trained using [LoRA](https://huggingface.co/docs/diffusers/en/training/lora) technique on extensive datasets of protein sequences, enabling it to generate novel protein sequences based on natural language prompts.
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  It supports both uncontrollable and controllable protein generation, allowing users to specify desired characteristics for the proteins.
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  The model is designed to facilitate advancements in protein engineering, making it a valuable tool for drug development, chemical synthesis, and other biotechnological applications.
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+ For full details please read [our paper](https://arxiv.org/abs/2411.05966).
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  ### Model Description
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