Writing & instruction following evals

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Writing & instruction following

EQ-Bench Creative Writing

by EQ-Bench (Sam Paech)

Scores creative writing from models with an LLM judge using a detailed rubric, aiming to capture quality rather than just correctness.

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Writing & instruction following

AlpacaEval

by Stanford Tatsu Lab

Compares a model's answers against a reference model's answers using an automatic LLM judge, with a correction for judges that prefer longer answers.

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Writing & instruction following

MT-Bench (LLM-as-a-judge paper)

by LMSYS

The paper that popularised using a strong model as a judge, with multi-turn questions and an analysis of where judges agree with humans and where they are biased.

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Writing & instruction following

IFEval

by Google

Prompts with instructions a program can check automatically (word counts, formats, keywords), so no judge model is needed.

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