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#97 on the radar · Vision

mirage

Cactus-Compute · image-text-to-text
FreshFresh (<14d)Vision
▲ 52Trending score
3kDownloads
♥ 52Likes
todayLast updated
#97of 150 tracked models
top 65% by trending score
Model IDCactus-Compute/mirage
AuthorCactus-Compute
Taskimage-text-to-text
CategoryVision
Licenseapache-2.0
Trending score52
Downloads3,008
Likes52
Radar rank#97
HealthFresh (<14d)
Freshnesstoday (0.9 days)
Last modified2026-11-06T18:51:27.000Z

mirage is a image-text-to-text model in the Vision category, published by Cactus-Compute. 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.

58Radar surge index / 100
Momentum 60 / 100 · 45% weight
HF trending score 52, log-scaled vs the field's peak of 730.
Adoption 46 / 100 · 25% weight
3k downloads, log-scaled vs the field's peak.
Community 40 / 100 · 18% weight
52 likes, log-scaled vs the field's peak.
Recency 97 / 100 · 12% weight
Last updated today — newer weights higher.

Radar position over time

movement

Where mirage sits on the radar, tracked daily — new to the radar since the prior run. position movement fills in as the radar refreshes daily.

#97Current rank
#97Best rank
NEWSince prior run

In context

vs. category peers

How this model stacks up against the other 42 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▲ 52 · peer median ▲ 84
Downloads3k · peer median 260k
Likes♥ 52 · peer median ♥ 1.3k
Freshnesstoday · peer median 10 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 42 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 today
today14d60d1y+

Category peers

Vision · 42 models

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

📛 Embed this badge

rank badge

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

Model Radar rank badge for mirage

[![Model Radar rank](https://modelradar.kymatalabs.com/badge/cactus-compute-mirage.svg)](https://modelradar.kymatalabs.com/m/cactus-compute-mirage/)
<a href="https://modelradar.kymatalabs.com/m/cactus-compute-mirage/"><img src="https://modelradar.kymatalabs.com/badge/cactus-compute-mirage.svg" alt="Model Radar rank"></a>

Primary links

on hugging face

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