README.md

metadata

title: TemporalBenchEnv Blog
emoji: 🥁
colorFrom: indigo
colorTo: yellow
sdk: static
pinned: false

TemporalBenchEnv Blog

Static Hugging Face Space hosting the blog write-up for openenv-ts/TemporalBenchEnv — the OpenEnv-native multi-step MCQ environment that extends our Melady TS Green Agent submission into a GRPO training target.

Files

File	Purpose
index.html	Main blog page. Self-contained; pulls Inter + JetBrains Mono from Google Fonts, Mermaid from jsDelivr, MathJax from jsDelivr.
banner.png	Hero image (3-panel: Question → Answer → Score). Generated by build_banner.py.
build_banner.py	Matplotlib script that renders banner.png. Port of openenv-finance/impl-context/build_blog_images.py, palette-matched to the blog CSS variables.
README.md	This file (also doubles as HF Space frontmatter).

External links to fill in

All external URLs in index.html that are not yet final are marked with <TODO: ...> / <INSERT: ...> placeholders. Search for <TODO to find them all. The current inventory:

• GitHub repo URL for TemporalBenchEnv (hero badges, buttons, footer, quick start).
• HF Space URL for TemporalBenchEnv (hero badges, buttons, topnav, footer, quick start).
• Sibling TemporalBenchPT training-repo URL (architecture section, future work, quick start).
• TS-Benchmark arXiv link (prior work, foundations).
• TimeMaster / COUNTS / SenTSR-Bench arXiv links.
• Melady TS Green Agent public repo / demo URL (green-agent section, foundations, footer).
• Post-training numbers for the "Trained HF policy" row (results section).
• LotteryElicitationEnv / ReasoningEconomicsEnv public URLs (prior work, engineering).

Regenerating banner.png

Requires matplotlib and numpy:

pip install matplotlib numpy
python build_banner.py                 # writes ./banner.png
python build_banner.py -o /tmp/b.png   # custom path
python build_banner.py --dpi 300       # higher DPI for print

The script uses the same theme constants (BG, SURFACE, ACCENT, ACCENT2, GREEN, RED, ORANGE) as index.html's :root CSS variables so the banner stays visually consistent with the page.

Local preview

cd openenv-ts/TemporalBenchEnv_Blog
python -m http.server 8000
# open http://localhost:8000/index.html

Mermaid and MathJax render client-side over CDN, exactly as they do on the static HF Space, so local preview matches production.

Deploying as a Hugging Face static Space

1. Create a new static Space (SDK: static) under the target namespace.
2. Copy index.html, banner.png, and README.md to the Space repo.
3. Commit and push — the Space serves index.html directly.

The YAML frontmatter at the top of this README is the HF Space manifest; rename sdk: static / title to match the target Space if needed.

Style / structural source

The blog structure, CSS palette, and component library (topnav, hero, TOC, episode trace, tables, mermaid-wrap, math-display, callout, notice panel) are ported from the sibling openenv-finance/LotteryElicitationEnv_Blog/index.html per the shared blog-creation-guidelines.md. Keeping the structural drift between the two blogs near zero makes the Melady OpenEnv submissions read as a coherent series.