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#145 on the radar · Vision

Qwen3.8-Flash-Next-NVFP4

RedHatAI · image-text-to-text
FreshFresh (<14d)Vision
▲ 32Trending score
2kDownloads
♥ 38Likes
6 days agoLast updated
#145of 150 tracked models
top 97% by trending score
Model IDRedHatAI/Qwen3.8-Flash-Next-NVFP4
AuthorRedHatAI
Taskimage-text-to-text
CategoryVision
Parameters180B
Trending score32
Downloads2,019
Likes38
Radar rank#145
HealthFresh (<14d)
Freshness6 days ago (6.0 days)
Last modified2026-10-05T14:59:46.000Z

Qwen3.8-Flash-Next-NVFP4 is a image-text-to-text model in the Vision category, published by RedHatAI. 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.

48Radar surge index / 100
Momentum 48 / 100 · 45% weight
HF trending score 32, log-scaled vs the field's peak of 1506.
Adoption 40 / 100 · 25% weight
2k downloads, log-scaled vs the field's peak.
Community 38 / 100 · 18% weight
38 likes, log-scaled vs the field's peak.
Recency 83 / 100 · 12% weight
Last updated 6 days ago — newer weights higher.

Radar position over time

movement

Where Qwen3.8-Flash-Next-NVFP4 sits on the radar, tracked daily — new to the radar since the prior run. position movement fills in as the radar refreshes daily.

#145Current rank
#145Best rank
NEWSince prior run

In context

vs. category peers

How this model stacks up against the other 49 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▲ 32 · peer median ▲ 70
Downloads2k · peer median 198k
Likes♥ 38 · peer median ♥ 502
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 49 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 · 49 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 Qwen3.8-Flash-Next-NVFP4

[![Model Radar rank](https://modelradar.kymatalabs.com/badge/redhatai-qwen3-8-flash-next-nvfp4.svg)](https://modelradar.kymatalabs.com/m/redhatai-qwen3-8-flash-next-nvfp4/)
<a href="https://modelradar.kymatalabs.com/m/redhatai-qwen3-8-flash-next-nvfp4/"><img src="https://modelradar.kymatalabs.com/badge/redhatai-qwen3-8-flash-next-nvfp4.svg" alt="Model Radar rank"></a>

Primary links

on hugging face

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