Collected third-party figures are not independent tests. A source link and collection date do not establish reproducibility. Exact model version, dataset and test settings may be missing. No independent verification date is supplied.
"Specialized UI‑focused 7B model performs well on niche tasks, yet falls short on broader reasoning."