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#116 on the radar · Vision

ukisai_Swift-Qwen3.8-27b-GGUF

bartowski · image-text-to-text
FreshFresh (<14d)Vision
▲ 45Trending score
21kDownloads
♥ 46Likes
6 days agoLast updated
#116of 150 tracked models
top 77% by trending score
Model IDbartowski/ukisai_Swift-Qwen3.8-27b-GGUF
Authorbartowski
Taskimage-text-to-text
CategoryVision
Licenseother
Trending score45
Downloads20,715
Likes46
Radar rank#116
HealthFresh (<14d)
Freshness6 days ago (6.5 days)
Last modified2026-09-12T02:59:42.000Z

ukisai_Swift-Qwen3.8-27b-GGUF is a image-text-to-text model in the Vision category, published by bartowski. 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 49 / 100 · 45% weight
HF trending score 45, log-scaled vs the field's peak of 2480.
Adoption 51 / 100 · 25% weight
21k downloads, log-scaled vs the field's peak.
Community 40 / 100 · 18% weight
46 likes, log-scaled vs the field's peak.
Recency 82 / 100 · 12% weight
Last updated 6 days ago — newer weights higher.

Radar position over time

movement

Where ukisai_Swift-Qwen3.8-27b-GGUF sits on the radar, tracked daily — new to the radar since the prior run. position movement fills in as the radar refreshes daily.

#116Current rank
#116Best rank
NEWSince prior run

In context

vs. category peers

How this model stacks up against the other 48 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▲ 45 · peer median ▲ 78
Downloads21k · peer median 166k
Likes♥ 46 · peer median ♥ 395
Freshness6 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 48 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 6 days ago
today14d60d1y+

Category peers

Vision · 48 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 ukisai_Swift-Qwen3.8-27b-GGUF

[![Model Radar rank](https://modelradar.kymatalabs.com/badge/bartowski-ukisai-swift-qwen3-8-27b-gguf.svg)](https://modelradar.kymatalabs.com/m/bartowski-ukisai-swift-qwen3-8-27b-gguf/)
<a href="https://modelradar.kymatalabs.com/m/bartowski-ukisai-swift-qwen3-8-27b-gguf/"><img src="https://modelradar.kymatalabs.com/badge/bartowski-ukisai-swift-qwen3-8-27b-gguf.svg" alt="Model Radar rank"></a>

Primary links

on hugging face

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