MUSE-AI-Lab/Concept-Brittleness
- Total stars
- 262
- Today
- +0since 00:27 UTC
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About the project
Research code for interpreting and fixing object-dependent concept brittleness in text-to-image diffusion models: a sparse autoencoder is trained per denoising step to locate missing concept dimensions and correct failures at inference without retraining.
Useful for
- Diagnose why a fixed style prompt fails on specific objects across seeds
- Repair failed style or attribute generations at inference without retraining
- Compare concept brittleness across FLUX, SD3.5, SDXL, PixArt and SD1.5
README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →
Star growth looks organic. Data as of October 31, 2026, 09:38 UTC.
The star-growth assessment does not verify whether the project is safe to run.
Stars per day
Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.
Why it’s trending
- Star-counter measurements on 2026-10-31 (UTC), 00:27–09:27: 262 → 262 stars (+0). This is the change over that interval.
- Estimated end-of-day forecast: about +36 stars, using observed gains and the previous day.
- The repository is 3 days old and already has 262 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- Top new repositories this week: #81.
Measured growth: the last 7 completed days
The full 7-day window is unavailable; no weekly total or comparison is calculated.
Daily measurements · UTC
- October 24, 2026
- —
- October 25, 2026
- —
- October 26, 2026
- —
- October 27, 2026
- —
- October 28, 2026
- 5
- October 29, 2026
- 156
- October 30, 2026
- 101
Largest measured day in the last 30 days: 156 · October 29, 2026. Days with data: 3.
Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 31, 2026, 09:37 UTC. Sources and measurement limits →
Three GitHub discoveries in each edition
What they do, why they are gaining interest, and what to check before using them.
Editions at 10:00, 16:00, 22:00 MSK.
Numbers
- Total stars
- 262
- Today
- +0 stars measured 2026-10-31, 00:27–09:27 UTC, ≈ 36 by evening
- Forks
- 0
- Issues and pull requests
- 6
- Watchers
- 0
- Language
- Python
- Created
- October 28, 2026
- Last push
- October 29, 2026
Star trust
Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.
These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.
Spotted in
- October 31, 2026Top new repositories this week: #70
- October 30, 2026Top new repositories this week: #78
README badge
Paste it into your README — the badge shows the current magnitude and links to this page.
[](https://gitnova.dev/en/r/MUSE-AI-Lab/Concept-Brittleness)