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#112 on the radar · Vision

Qwythos-9B-v2-GGUF ▼ 21

empero-ai · image-text-to-text
Recently updatedVision
▲ 27Trending score
413kDownloads
♥ 225Likes
16 days agoLast updated
#112of 150 tracked models
top 75% by trending score
Model IDempero-ai/Qwythos-9B-v2-GGUF
Authorempero-ai
Taskimage-text-to-text
CategoryVision
Licenseapache-2.0
Trending score27
Downloads412,853
Likes225
Radar rank#112
HealthRecently updated
Freshness16 days ago (16.5 days)
Last modified2026-07-12T00:58:46.000Z

Qwythos-9B-v2-GGUF is a image-text-to-text model in the Vision category, published by empero-ai. These figures are Hugging Face's own signals — downloads, likes and trending score — captured by Model Radar and refreshed daily. For weights, model card and usage, open it on Hugging Face.

Surge analysis

why it's on the radar

Hugging Face publishes a single trending score; it doesn't expose the formula. So Model Radar reads the surge from the four public signals that move with it — momentum, adoption, community and recency — each normalized against the tracked field, then weighted into a 0–100 composite. The weights are ours, and shown below. No hidden inputs.

52Radar surge index / 100
Momentum 38 / 100 · 45% weight
HF trending score 27, log-scaled vs the field's peak of 6913.
Adoption 67 / 100 · 25% weight
413k downloads, log-scaled vs the field's peak.
Community 57 / 100 · 18% weight
225 likes, log-scaled vs the field's peak.
Recency 65 / 100 · 12% weight
Last updated 16 days ago — newer weights higher.

Radar position over time

movement

Where Qwythos-9B-v2-GGUF sits on the radar, tracked daily — slipped 21 positions since the prior run. position over the last 18 days tracked · best: #11.

#112Current rank
#11Best rank
▼ 21Since prior run

In context

vs. category peers

How this model stacks up against the other 41 Vision models on the radar. The filled bar is this model; the tick is the category-peer median. Downloads and likes use a log scale (they span orders of magnitude).

Trending score▲ 27 · peer median ▲ 46
Downloads413k · peer median 341k
Likes♥ 225 · peer median ♥ 770
Freshness16 days ago · peer median 8 days ago

Bars are normalized against the most extreme model in the whole radar, so a near-full bar means category-leading. Peer median = the middle model of the 41 in this category.

Recency

last update

Where this model's last update lands on a freshness scale — fresh (<14d), recent (14–60d), or older.

updated 16 days ago
today14d60d1y+

Category peers

Vision · 41 models

Other Vision models ranked near this one — click through to compare.

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rank badge

Show your live Model Radar rank in your README — it updates daily and links back here.

Model Radar rank badge for Qwythos-9B-v2-GGUF

[![Model Radar rank](https://modelradar.kymatalabs.com/badge/empero-ai-qwythos-9b-v2-gguf.svg)](https://modelradar.kymatalabs.com/m/empero-ai-qwythos-9b-v2-gguf/)
<a href="https://modelradar.kymatalabs.com/m/empero-ai-qwythos-9b-v2-gguf/"><img src="https://modelradar.kymatalabs.com/badge/empero-ai-qwythos-9b-v2-gguf.svg" alt="Model Radar rank"></a>

Primary links

on hugging face

Go straight to the source — everything here links back to Hugging Face.