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Amsaprabhaa M

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#small language model Aug 2026

Capacity vs. architecture: an evaluation of SLMs for automated docstring generation

A reproducible, human-validated evaluation framework applied to 13 strategies—four architectural families crossed with four reasoning variants crossed with four reasoning variants—across three SLMs spanning 3B–14B parameters, plus targeted ablations.

Balaji Venktesh, Amsaprabhaa M, G. Sundaram · International Conference on... · 0 citations