FINDING #5597 · UNIT ID 1069235905
NVIDIA-NeMo/Nemotron
Developer Asset Hub for NVIDIA Nemotron — A one-stop resource for training recipes, usage cookbooks, datasets, and full end-to-end reference examples to build with Nemotron models
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
79% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
Growth Telemetry
VELOCITY /D
7.52
ACCEL
+0.04
RETENTION
14.7%
PEAK 2026-03-12 · FORK-RETENTION 0.0% · 1,354 STARS / WINDOW
Author Audience
AUDIENCE
16,599
FOLLOWERS
1,334
OWNER ★
37,519
Engagement Signals
FORKS
347
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,354 / 1,354 (DIVERSITY 1.00)
Why This Is A Finding
NVIDIA-NeMo/Nemotron собрал 1,354 звёзд за окно, тогда как у автора всего 1,334 подписчиков — эффективная аудитория ≈ 16,599. Это даёт surprise-индекс 0.000452 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 6% OF 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 6%
VELOCITY7.523.29+4.23ABOVE 76%
RETENTION14.7%11.3%+3.3 PPABOVE 60%
FORKS34799+248ABOVE 82%
SURPRISE0.000.01-0.01ABOVE 11%