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aientity · one source so far

deepseekv4.1-flash

for ml engineers, researchers

Steadyhuggingface
Signal score
0
as of 7d ago
Live items
1
Trajectory
⏳ Too early
needs a few more snapshots

Why this scored 0

every term, weighted
Velocity+0.0 / 40

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

Acceleration+12.4 / 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+0.0 / 10

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

Saturation penalty−22.1 / 30

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

Composite-9.7 → clamped to 0

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

Signal history

7-day window (free)
Not enough history yet — the trend line fills in as snapshots accrue (every 30 min).

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
    9

    project-maya — Project Maya - run GLM-5.3-Flash (321B MoE) and DeepSeek-V4.1-Flash-1017 (748B MoE) privately on your own GPU(s), from one ca

    Project Maya enables private local inference of large language models on GPUs. · for ML engineers, AI developers

    githubSteady 2 · deepseekv4.1-flashai−17 saturated15d ago
  2. 2
    0

    dealignai/DeepSeek-V4.1-Flash-UNCENSORED-FP8 (image-text-to-text)

    DeepSeek V4.1 Flash model provides uncensored FP8 image-text generation for fast inference. · for ml engineers, AI researchers

    huggingfaceSteadyai−18 saturated44d ago
  3. 3
    0

    deepseek-ai/DeepSeek-V4.1-Flash (image-text-to-text)

    DeepSeek V4.1-Flash model advances image-text-to-text generation capabilities. · for ml engineers, researchers

    huggingfaceSteadyai−22 saturated48d ago