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NoRA project page

A static project page for Normalized Low-Rank Adaptation, built to match the visual language of https://spherelab.ai/PEFT-Arena/ (same type scale, color tokens, left table-of-contents, breakout benchmark tables, card grids and BibTeX block).

Layout

page/
  index.html            # the whole page
  css/
    fonts.css           # Iowan Old Style BT / GT America / Chakra Petch aliases
    common.css          # design tokens, reset, fixed header, code
    typography.css      # body type, headings, blockquotes, figures
    blog-post.css       # post layout, TOC, cover, tables, cards, formulas
  static/images/
    fig1-nora-illustration.png   # Figure 1, rendered from the PDF at 300 dpi
    fig2-training-dynamics.png   # Figure 2, rendered from the PDF at 300 dpi
    paper-preview-01.png         # first page thumbnail (150 dpi)

Everything is static: open index.html directly, or serve the folder (python3 -m http.server). No build step.

Before publishing

Search index.html for TODO(fill in):

  1. Paper button — replace https://arxiv.org/abs/XXXX.XXXXX.
  2. Code button — replace https://github.com/YOUR-ORG/NoRA.
  3. BibTeX — replace the arXiv:XXXX.XXXXX journal field.
  4. Favicon — add static/images/favicon-32x32.png and apple-touch-icon.png, then uncomment the two <link> tags in <head>.
  5. Header logo — currently points at https://spherelab.ai/blog.
  6. Date — the metadata block reads "August 2026".
  7. Paper preview — swap paper-preview-01.png for the camera-ready first page if the layout changes.

Author list note: Ziyin Yue carries no affiliation superscript, matching the PDF's author line. Add one if that was an oversight in the paper.

Deploying to spherelab.ai/NoRA

GitHub Pages serves from the repository root, so move the contents of page/ up one level (or set Pages to serve from a docs/ folder and rename page/ to docs/). All asset paths are relative, so nothing else needs to change.

Regenerating the figures

The figures are vector art in the PDF; they were rasterized with poppler and auto-trimmed:

pdftocairo -png -r 300 -f 4 -l 4 -x 250 -y 217 -W 2067 -H 458 NoRA_paper.pdf fig1
pdftocairo -png -r 300 -f 8 -l 8 -x 417 -y 317 -W 1730 -H 617 NoRA_paper.pdf fig2
pdftocairo -png -r 150 -f 1 -l 1 NoRA_paper.pdf page1

then cropped to the ink bounding box with a 24px margin. If a figure moves to a different page, adjust -f/-l and the crop box.

About

Project page for NoRA

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