Buffer of Ideas (BoT): A Novel Thought-Augmented Reasoning AI Method for Enhancing Accuracy, Effectivity, and Robustness of LLMs

Buffer of Ideas (BoT): A Novel Thought-Augmented Reasoning AI Method for Enhancing Accuracy, Effectivity, and Robustness of LLMs

The exceptional efficiency in several reasoning duties has been demonstrated by a number of Giant Language Fashions (LLMs), reminiscent of GPT-4, PaLM, and LLaMA. To additional enhance the performance and efficiency of LLMs, there are simpler prompting strategies and rising the mannequin measurement, each of which increase reasoning efficiency. The approaches are labeled as follows:…