Llm, Compression, Algorithms, Training, Text Generation.
efficiency gains and maintaining optimal model performance across diverse applications and contexts. Figure 1: An exploration of different strategies for optimizing smaller LLMs, such as pre-training and varying compression algorithms, reveals the impact of compression on a range of trustworthiness