FINDING #5715 · UNIT ID 987975841
NVIDIA-NeMo/Megatron-Bridge
Training library for Megatron-based models with bidirectional Hugging Face conversion capability
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
55% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1b · REPO PREDATES ITS OWNER ACCOUNT (TRANSFERRED / RE-CREATED)
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
2.42
ACCEL
+0.00
RETENTION
33.3%
PEAK 2026-05-26 · FORK-RETENTION 0.0% · 436 STARS / WINDOW
Author Audience
AUDIENCE
16,599
FOLLOWERS
1,334
OWNER ★
37,519
Engagement Signals
FORKS
413
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 436 / 436 (DIVERSITY 1.00)
Why This Is A Finding
NVIDIA-NeMo/Megatron-Bridge собрал 436 звёзд за окно, тогда как у автора всего 1,334 подписчиков — эффективная аудитория ≈ 16,599. Это даёт surprise-индекс 0.000146 (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 4% 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 4%
VELOCITY2.423.29-0.87ABOVE 33%
RETENTION33.3%11.3%+21.9 PPABOVE 90%
FORKS41399+314ABOVE 85%
SURPRISE0.000.01-0.01ABOVE 6%