Skip to content

demo: replace vs-PyTorch race with a capability reel for socials#1

Merged
mudler merged 1 commit into
mainfrom
demo-capability-reel
Jun 25, 2026
Merged

demo: replace vs-PyTorch race with a capability reel for socials#1
mudler merged 1 commit into
mainfrom
demo-capability-reel

Conversation

@mudler

@mudler mudler commented Jun 25, 2026

Copy link
Copy Markdown
Collaborator

The old demo raced ced.cpp against PyTorch but showed no audio: two empty boxes typing abstract tags, leading with a speed flex. The new front-page demo is a silent-readable capability reel: three real Public-Domain sounds (rooster, thunderstorm, acoustic guitar), each shown as a mel-spectrogram wiping in under a playhead, then the real top-5 AudioSet tags snapping in with confidence bars, tagged in ~55 ms on CPU, ending on the LocalAI card.

Every tag, confidence and latency is a real ced-cli output captured in benchmarks/demo/spec.json; clips are Public Domain (see clips/SOURCES.md). The renderer is now committed (the old one never was): pure Pillow + numpy + ffmpeg, rendering a 16:9 hero and a 1:1 square cut in one pass. Regenerate with benchmarks/demo/make.sh.

  • benchmarks/demo/: ced_reel.py, make.sh, spec.json, clips/ + SOURCES.md, logo
  • media/demo.{mp4,gif} regenerated (16:9 hero); media/demo_square.{mp4,gif} new
  • README "See it run" reframed to the capability demo
  • .gitignore: ignore generated benchmarks/demo/out/

The old demo raced ced.cpp against PyTorch but showed no audio: two empty
boxes typing abstract tags, leading with a speed flex. The new front-page
demo is a silent-readable capability reel: three real Public-Domain sounds
(rooster, thunderstorm, acoustic guitar), each shown as a mel-spectrogram
wiping in under a playhead, then the real top-5 AudioSet tags snapping in
with confidence bars, tagged in ~55 ms on CPU, ending on the LocalAI card.

Every tag, confidence and latency is a real ced-cli output captured in
benchmarks/demo/spec.json; clips are Public Domain (see clips/SOURCES.md).
The renderer is now committed (the old one never was): pure Pillow + numpy +
ffmpeg, rendering a 16:9 hero and a 1:1 square cut in one pass. Regenerate
with benchmarks/demo/make.sh.

- benchmarks/demo/: ced_reel.py, make.sh, spec.json, clips/ + SOURCES.md, logo
- media/demo.{mp4,gif} regenerated (16:9 hero); media/demo_square.{mp4,gif} new
- README "See it run" reframed to the capability demo
- .gitignore: ignore generated benchmarks/demo/out/

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@mudler mudler force-pushed the demo-capability-reel branch from 40ca58d to d7fd869 Compare June 25, 2026 16:54
@mudler mudler merged commit db5aae0 into main Jun 25, 2026
4 checks passed
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant