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DestinyLinker/MingLi-Bench resource

A benchmark for evaluating LLMs on Chinese traditional fortune telling — Bazi (八字) and Ziwei Doushu (紫微斗数). observed · 2026-08-28

github.com/DestinyLinker/MingLi-Bench · homepage · Python · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

50/100

  • Activity 81
  • Release rhythm 35
  • Longevity 9

Flags: no_releases young

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 133
  • days_rel: n/a
  • days_push: 116
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

2338 stars · 344 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A Python benchmark dataset and CLI for evaluating large language models on Chinese traditional fortune telling, covering Bazi (八字) and Ziwei Doushu (紫微斗数). It provides 160 normalized multiple-choice questions sourced from the 2022–2025 Global Fortune Teller Competition, with pre-computed astrological charts and multi-provider LLM evaluation support.

Use cases

  • evaluate llms on chinese fortune telling questions
  • benchmark models on bazi reasoning
  • test llm performance on ziwei doushu charts
  • compare chain-of-thought vs direct answering on chinese metaphysics
  • measure llm accuracy against human fortune teller competition results
  • run model evaluations across openai anthropic deepseek and openrouter providers

When to choose

  • you need a standardized benchmark for LLM reasoning in Chinese traditional metaphysics
  • you want to compare LLM performance against human expert baselines from fortune telling competitions
  • you need pre-computed Bazi/Ziwei charts to isolate reasoning from chart derivation

When to avoid

  • you need a general-purpose Chinese NLP or reasoning benchmark
  • you want a production fortune telling application rather than an evaluation harness
  • your evaluation domain is unrelated to Chinese astrology or destiny analysis

Facets

dataset · maturity active

benchmarking llm-inference cli artificial-intelligence large-language-models python cli cross-platform llm-benchmark chinese-fortune-telling bazi ziwei-doushu multiple-choice-qa astrology chain-of-thought model-evaluation evaluation natural-language-processing

2 sources

Member repositories

RepositoryRoleHealth v2
DestinyLinker/MingLi-Benchmain50

For agents

markdown · JSON · MCP: product_card(name="DestinyLinker/MingLi-Bench")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem