AAdil Islam
Benchmarks · StoryBench

StoryBench.

Five children's-story prompts, generated cold on the 2× DGX Spark cluster. Each story is judged independently by a Claude judge for prose quality and structure (1–10). Speed is measured on the same run.

Quality vs speed

Mean judged score (1–10) against generation speed. Up and to the right is the frontier.

Leaderboard

Click a column to sort, a row for the five judged stories. Speed marked reported was recorded at run time but its raw outcome file wasn't retained; measured speeds link to a stored outcome.

# Model config Ctx Overall Prose Structure Tok/s Perf

Method

Prompts: five fixed children's-story briefs (singing stars · map of the imagination · fox and the storm · talking to plants · memory garden), 2,048 max tokens, thinking disabled. Judging: one independent Claude judge agent per story scores prose quality and structure 1–10 with written rationales; overall is the mean. Serving: vLLM on 2× NVIDIA DGX Spark (GB10), tensor parallel across both nodes. Quantization and context window vary per config and are part of what's being measured.