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Researchers at Sakana AI, an AI research lab focusing on nature-inspired algorithms, have developed a self-adaptive language model that can learn new tasks without the need for fine-tuning. Called Transformer² (Transformer-squared), the model uses mathematical tricks to align its weights with user requests during inference.
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Article Source https://venturebeat.com/ai/no-retraining-needed-sakanas-new-ai-model-changes-how-machines-learn/

