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#140 on the radar · Vision

apex-flash-1-abliterated

cantina-security · image-text-to-text
FreshFresh (<14d)Vision
▲ 35Trending score
352Downloads
♥ 37Likes
4 days agoLast updated
#140of 150 tracked models
top 93% by trending score
Model IDcantina-security/apex-flash-1-abliterated
Authorcantina-security
Taskimage-text-to-text
CategoryVision
Licensemit
Parameters321B
Trending score35
Downloads352
Likes37
Radar rank#140
HealthFresh (<14d)
Freshness4 days ago (4.1 days)
Last modified2026-10-01T15:51:59.000Z

apex-flash-1-abliterated is a image-text-to-text model in the Vision category, published by cantina-security. 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.

47Radar surge index / 100
Momentum 50 / 100 · 45% weight
HF trending score 35, log-scaled vs the field's peak of 1306.
Adoption 30 / 100 · 25% weight
352 downloads, log-scaled vs the field's peak.
Community 37 / 100 · 18% weight
37 likes, log-scaled vs the field's peak.
Recency 88 / 100 · 12% weight
Last updated 4 days ago — newer weights higher.

Radar position over time

movement

Where apex-flash-1-abliterated sits on the radar, tracked daily — new to the radar since the prior run. position movement fills in as the radar refreshes daily.

#140Current rank
#140Best rank
NEWSince prior run

In context

vs. category peers

How this model stacks up against the other 51 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▲ 35 · peer median ▲ 60
Downloads352 · peer median 186k
Likes♥ 37 · peer median ♥ 582
Freshness4 days ago · peer median 6 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 51 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 4 days ago
today14d60d1y+

Category peers

Vision · 51 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 apex-flash-1-abliterated

[![Model Radar rank](https://modelradar.kymatalabs.com/badge/cantina-security-apex-flash-1-abliterated.svg)](https://modelradar.kymatalabs.com/m/cantina-security-apex-flash-1-abliterated/)
<a href="https://modelradar.kymatalabs.com/m/cantina-security-apex-flash-1-abliterated/"><img src="https://modelradar.kymatalabs.com/badge/cantina-security-apex-flash-1-abliterated.svg" alt="Model Radar rank"></a>

Primary links

on hugging face

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