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yoonholee/style-eval-pg-karpathy-gwern

Style Eval Corpus Writing from 11 internet writers with instantly recognizable but distinct styles. Built for style-as-reward-inference experiments: given a writer's body of work, infer their implicit reward function and encode it as eval components (rubrics, classifiers, probes). Contents Author Pieces Words Register Source Paul Graham 229 562,990 Contrarian startup essays paulgraham.com Andrej Karpathy 34 101,337 Tutorial-as-thinking-aloud… See the full description on the dataset page: https://huggingface.co/datasets/yoonholee/style-eval-pg-karpathy-gwern.

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Style Eval Corpus

Writing from 11 internet writers with instantly recognizable but distinct styles. Built for style-as-reward-inference experiments: given a writer's body of work, infer their implicit reward function and encode it as eval components (rubrics, classifiers, probes).

Contents

AuthorPiecesWordsRegisterSource
Paul Graham229562,990Contrarian startup essayspaulgraham.com
Andrej Karpathy34101,337Tutorial-as-thinking-aloudkarpathy.github.io + bearblog
Gwern Branwen2202,800,357Quantitative empiricistgwern.net (CC-0)
dril7,494150,557Absurdist authoritycrumb/dril-tweets
Donald Trump46,683924,881Superlative combativefschlatt/trump-tweets
Derek Sivers546231,786Zen-minimalist aphorismssive.rs
Maciej Ceglowski353524,614Sardonic literary tech criticidlewords.com
Scott Alexander137560,874Dense calibrated reasoningastralcodexten.com
Naval Ravikant5246,538Compressed aphoristic wisdomnavalmanack.com (CC)
Joel Spolsky209123,984Narrative tech managementjoelonsoftware.com
Eliezer Yudkowsky1,4964,753,270Rationalist pedagogylesswrong.com
Total57,45310,781,188

Design

The corpus spans several deliberate contrasts:

  • —Long-form analytical (PG, Karpathy, Gwern, Scott Alexander, Ceglowski, Joel, Eliezer) vs short-form (dril, Trump, Sivers, Naval). Same eval framework, different registers.
  • —Same genre, different rewards: PG / Karpathy / Gwern / Scott Alexander / Eliezer all write tech/rationalist essays but with radically different implicit reward functions. Within-genre discrimination is the hard task.
  • —Corpus size varies deliberately: Karpathy (34 posts) and Naval (52 chapters) are the few-shot setting. Trump (46K tweets) and Eliezer (1.5K posts) are data-rich. Tests generalization from thin vs thick reference sets.

Schema

ColumnTypeDescription
authorstringWriter name
titlestring or nullTitle (null for tweets)
urlstringSource URL
textstringFull text (markdown for essays, plain for tweets)
word_countintWord count

License

  • —Gwern Branwen: CC-0 (public domain).
  • —Naval Ravikant: Almanack is CC-licensed, explicitly free.
  • —Eliezer Yudkowsky: LessWrong content is CC BY 4.0.
  • —dril / Trump tweets: sourced from existing HF datasets.
  • —All others: publicly posted writing, research use under fair use.

Curation/parsing released under CC0.