Third-party media redistributed with the article
/articles/needle-3-finetune ("The free fine-tune deletes the confidence head").

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fig1.png

  From the Cactus-Compute/needle3 model card on Hugging Face,
  assets/finetune.svg
  https://huggingface.co/Cactus-Compute/needle3
  Copyright Cactus Compute.
  The model card declares license: apache-2.0; a copy of the Apache
  License, Version 2.0 is in this directory as APACHE-2.0-LICENSE.txt.
  Read 2026-09-22 from the repository's main revision.

  The upstream file is one animated SVG that alternates between two
  panels: "Every subnetwork, fine-tuned on DroidCall" (1 of 2) and
  "Every subnetwork, fine-tuned on Mobile Actions" (2 of 2). Rendering
  it as a still draws both panels on top of each other, so the second
  panel's group was rendered alone by deleting the first panel's group
  from a copy of the file — the same separation the SVG's own
  prefers-reduced-motion rule performs, which hides one panel and shows
  the other without animation. Nothing inside the rendered panel was
  changed: no bar, value label, axis, legend or footnote was moved,
  added or removed. The extraction was checked by rendering panel 1 the
  same way and confirming every value against this site's independently
  sourced copy of the DroidCall chart at
  /articles/needle-3/fig3.png, which came from cactuscompute.com/needle:
  20.5/56.5, 34.5/62.5, 42.5/68.0, 49.5/69.0, 52.0/70.0 and the 60.5
  reference line all match.

  One rendering substitution: the SVG asks for Inter, which is not
  installed on the rendering machine, so the font stack was set to
  Hanken Grotesk to keep label metrics close to the upstream layout.
  The result is a PNG 1600 px wide, composited onto opaque white behind
  the card's own dark background.