Check training exposure before expanding a fine-tuning dataset
When a small fine-tune misses examples it was trained on, audit training fit and effective exposure before concluding that more data is the next fix. At fixed optimizer steps and batch size, increasing the dataset reduces average passes over each example; a comparison that change…