Fine-tuned LLMs on FDM formulation data recommend excipients and predict properties, with Llama2 performing best but exhibiting catastrophic forgetting and limited processability evaluation.
Advancing Direct Tablet Compression with AI: A multi-task framework for quality control, batch acceptance, and causal analysis
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FormuLLA: A Large Language Model Approach to Generating Novel 3D Printable Formulations
Fine-tuned LLMs on FDM formulation data recommend excipients and predict properties, with Llama2 performing best but exhibiting catastrophic forgetting and limited processability evaluation.