codey-bench / README.md
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metadata
pretty_name: codey-bench
license: cc-by-nc-4.0
language:
  - ko
  - en
task_categories:
  - text-generation
tags:
  - structured-output
  - json
  - web-design
size_categories:
  - n<1K
configs:
  - config_name: ko
    default: true
    data_files:
      - split: test
        path: data/ko/test.jsonl
  - config_name: en
    data_files:
      - split: test
        path: data/en/test.jsonl
  - config_name: ko-synth
    data_files:
      - split: test
        path: data/ko-synth/test.jsonl

codey-bench

Each row is a product brief for a web page (Markdown). The model receives the brief and must produce one Codey Design Document (CDD) as JSON, the page's structured design: sections, blocks and theme. A reference document is included for each brief.

system_prompt.txt is the system message for every row. It states the task and the CDD format, and ends with "Answer with one JSON object and nothing else."

Subsets

subset rows language briefs and references
ko (default) 20 Korean written by product planners
en 99 English synthesized with gpt-4.1
ko-synth 98 Korean Korean versions of en, same ids

Fields

field description
id document id; en and ko-synth share ids
lang ko or en
domain business domain, e.g. hair-salon, agency
brief the Markdown brief, used as the user message
reference the reference CDD as a JSON string
gold_schema_valid the reference conforms to the CDD schema (always true)
gold_gate_errors number of rendering-rule violations in the reference; 0 for every ko row. Synthesized references keep asset metadata keys and section links that the renderer rejects

Usage

from datasets import load_dataset
from huggingface_hub import hf_hub_download

ds = load_dataset("AISeedCorp/codey-bench", "ko", split="test")
system = open(hf_hub_download("AISeedCorp/codey-bench", "system_prompt.txt", repo_type="dataset")).read()

messages = [{"role": "system", "content": system},
            {"role": "user", "content": ds[0]["brief"]}]

License

CC BY-NC 4.0.