GLM-5.3 (max) takes 2nd place on the Short Story Creative Writing Benchmark!

Reddit r/singularity Models

Summary

GLM-5.3 takes second place on a short story creative writing benchmark, with qualitative reports showing it improves narrative structure and character development over GLM-5.2 Max.

Every model writes to the same constrained creative briefs and independent LLM judges rank them by choosing the stronger story from each matched pair. NEW: In-depth qualitative reports examine how six new models differ from their predecessors across 50 matched stories per pair. More info: github.com/lechmazur/writing/ Max tends to name what a story contains, while GLM-5.3 builds it so it can be used. GLM-5.2 Max's protagonists usually work alone in an agreeable world, whereas GLM-5.3 puts a second person in the room who withholds, judges, or is changed, so a belief has to survive contact with someone else. GLM-5.2 Max often stops the night before the decisive event and lets the narrator say what it meant, while GLM-5.3 stages the test, pays its cost, and hands the practice on to whoever comes next. Quantitatively, GLM-5.3 was preferred in every matched pair.
Original Article

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