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Exploring Dataset Contamination, Task Specificity, and Model Training for Language Models
The chapter delves into the risks of dataset contamination in evaluation benchmarks, questioning the reliability of running benchmarks. It also discusses the challenge of task specificity in training language models and the importance of understanding the data models are trained on for industry practitioners.