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aientity · one source so far

neohorse1-4b

for ml engineers

Steadyhuggingface
Signal score
15
Live items
1
Trajectory
Steady
7-day est. ~25

Why this scored 15

every term, weighted
Velocity+0.0 / 40

Its fastest-moving item, measured against the pace of its own source

Acceleration+12.1 / 25

Whether that velocity is itself speeding up, as a per-hour rate

Cross-source spread+0.0 / 25

How many independent communities its own items come from

Recency+7.8 / 10

Decays to zero over 14 days, counted from when we first saw it

Saturation penalty4.5 / 30

Subtracted once something is big and old — sized by its biggest item, aged from when we first saw it

Composite15.4

Weights are hand-tuned, not learned — we're calibrating them against realized trends as history accumulates. On an entity's first sighting there's no previous reading to compare against, so acceleration starts from a neutral prior rather than a measurement, and velocity falls back to engagement over its whole lifetime until a second reading exists. Full methodology

Outlook

low confidence · estimate, not a guarantee

7-day

~25

range 037

14-day

~26

range 040

30-day

~26

range 045

Signal history

7-day window (free)
1569

projected trajectory (estimate, not a guarantee)

The evidence

The live items this entity's score aggregates — every community independently talking about it right now. This is the corroboration, shown, not claimed.

  1. 1
    0

    TokenRhythm/NeoHorse-1-4B (text-generation)

    Releases a 1.4B parameter model for text generation, targeting low-resource applications. · for ml engineers

    huggingfaceSteadyai17 saturated3d ago