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CarbonlessBeta

Carbon report

huggingface.co/learn

Scanned · all pages on huggingface.co

1.07 g

cleaner than an estimated 16.8% of pages on the web 

  1. A+
  2. A
  3. B
  4. C
  5. D
  6. E
  7. F

A+ is 0.04 g or less per view, F is more than 0.359 g CO₂e.

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What the browser rendered, so you can confirm a real page was measured.

The numbers

7.44 MBcold load, on the wire
805 domains
568 kB8 requests
6.56 MB88% re-downloaded
1.10 g CO₂e
0.973 g CO₂e
unknown
1.26 s
n/a
107 ms

At 10,000 views a month this page emits about 128.4 kg CO₂e a year, roughly 526 km in an average petrol car. The estimate assumes 75% new and 25% returning visitors, a measured cache reload ratio of 88%, and world-average grid intensity. How we calculate this

What to fix

apply everything → ~0.443 g/visit, rating F

  1. Convert and compress imagessave ~0.423 g/visit (2.94 MB)High impact · quick fix

    12 images (6.53 MB) ship in legacy formats (JPEG/PNG/GIF).

    Serve AVIF (or WebP) with responsive srcset sizes, and re-compress oversized files. AVIF typically halves JPEG weight at the same visual quality.

    • huggy-learn.png1.74 MB
    • thumbnail.png1.44 MB
    • ml-for-games.png1.04 MB
    • smol-logo.png586 kB
    • thumbnail.png442 kB
  2. Fix caching for returning visitorssave ~0.242 g/visit (1.63 MB)High impact · quick fix

    On a repeat visit 6.53 MB of static assets were re-downloaded instead of coming from cache.

    Serve static assets with Cache-Control: public, max-age=31536000, immutable and versioned filenames so returning visitors download almost nothing.

    • huggy-learn.pngno Cache-Control header · 1.74 MB
    • thumbnail.pngno Cache-Control header · 1.44 MB
    • ml-for-games.pngno Cache-Control header · 1.04 MB
    • smol-logo.pngno Cache-Control header · 586 kB
    • thumbnail.pngno Cache-Control header · 442 kB
  3. Audit third-party servicessave ~0.041 g/visit (284 kB)High impact · moderate effort

    4 third-party domains account for 568 kB (8% of the page).

    Remove services that no longer earn their place; load the rest on interaction (facades for embeds, delayed consent-gated tags). Each third party is also a privacy and performance dependency.

    • de5282c3ca0c.edge.sdk.awswaf.com312 kB
    • js.stripe.com252 kB
    • cdnjs.cloudflare.com3.3 kB
    • 0 B
  4. Reduce JavaScript payloadsave ~0.027 g/visit (185 kB)High impact · moderate effort

    57 scripts total 740 kB on the wire (2.22 MB decoded). Bundles this size usually carry a lot of unused code.

    Split bundles per route, tree-shake dependencies, and audit with a bundle analyzer or coverage profile. A 25% cut is a conservative target for bundles this size.

    • challenge.js308 kB
    • v3252 kB
    • index.js48 kB
    • ViewUtils-OpAoqUBd.js38 kB
    • index-client-CkQhurOl.js28 kB
  5. Verify your hosting energyMedium impact · moderate effort

    This host has not published renewable energy evidence with the Green Web Foundation, so its energy source is unknown.

    Choose a provider listed in the Green Web Directory, or ask your current provider to publish evidence (and a carbon.txt). This cuts the data-center share of every single page view.

  6. Upgrade compression beyond gzipsave ~0.0073 g/visit (51 kB)Advisory · quick fix

    338 kB of text ships gzip-compressed; Brotli or Zstandard would cut roughly another 15-20%, and browsers without them fall back to gzip automatically.

    Serve precompressed Brotli for static text assets (highest level, compressed at build time) and enable Brotli or zstd for dynamic responses; keep gzip only as the fallback.

    • challenge.js308 kB
    • learn28 kB
    • telemetry1.4 kB
  7. Set a page-weight budgetAdvisory · moderate effort

    At 7.44 MB per view this page rates F. The findings above list where the weight is.

    Agree a transfer budget (e.g. under 975 kB reaches a B), enforce it in CI, and re-scan after each change to hold the line.

Where the bytes are

  • Images6.53 MB · 13 req
  • JavaScript740 kB · 57 req
  • CSS87 kB · 2 req
  • Fonts46 kB · 3 req
  • HTML28 kB · 2 req
  • Data (fetch)3.6 kB · 3 req
Ten heaviest requests
ResourceTypeWire sizeCache-Control
huggingface.co/datasets/huggingface/documentation-images/resolve/main/huggy-learn.pngimage1.74 MBn/a
huggingface.co/datasets/huggingface/documentation-images/resolve/main/ml-for-3d-course/thumbnail.pngimage1.44 MBn/a
huggingface.co/datasets/huggingface/documentation-images/resolve/main/ml-for-games.pngimage1.04 MBn/a
huggingface.co/datasets/smol-course/images/resolve/main/smol-logo.pngimage586 kBn/a
huggingface.co/robotics-course/images/resolve/main/thumbnail.pngimage442 kBn/a
huggingface.co/context-course/images/resolve/main/course-thumbnail-bg.pngimage424 kBn/a
de5282c3ca0c.edge.sdk.awswaf.com/de5282c3ca0c/526cf06acb0d/challenge.jsscript308 kBprivate, max-age=86400, stale-while-revalidate=604800
huggingface.co/datasets/huggingface/documentation-images/resolve/main/cookbook.pngimage266 kBn/a
js.stripe.com/v3/script252 kBmax-age=120
huggingface.co/datasets/hf-vision/course-assets/resolve/main/cv-thumbnail.pngimage220 kBn/a

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