Skip to content
Signalcrest
Back to feed
huggingfaceai

DavidAU/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-NM-DAU-NEO-MAX-MTP-GGUF (image-text-to-text)

New Qwen 3.8-27B checkpoint released for image-text generation in GGUF format.

Steady
Signal score
14
as of 44d ago
Sources
2
agreeing on qwen3.8-27b
Trajectory
⏳ Too early
needs a few more snapshots

Why this scored 14

every term, weighted
Velocity+0.0 / 40

Engagement gained per hour since the last capture, against the fastest item on its own source

Acceleration+12.2 / 25

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

Cross-source spread+12.5 / 25

How many independent communities are talking about the same entity

Recency+2.0 / 10

Decays to zero over 14 days

Saturation penalty−12.4 / 30

Subtracted once something is big and old — we rank what's next, not what's peaked

Composite14.2

Weights are hand-tuned, not learned — we're calibrating them against realized trends as history accumulates. On a topic'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).

Entities

qwen3.8-27bunsloth
Embed a live signal badge
Signalcrest signal badge
[![Signalcrest signal](https://www.signalcrest.app/api/badge/hf%3Amodel%3ADavidAU%2FQwen3.8-27B-Cold-Fusion-GAIN-V1.1-NM-DAU-NEO-MAX-MTP-GGUF)](https://www.signalcrest.app/topic/hf%3Amodel%3ADavidAU%2FQwen3.8-27B-Cold-Fusion-GAIN-V1.1-NM-DAU-NEO-MAX-MTP-GGUF)

Drop this in a README or blog post — it updates automatically as the score moves.