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#26 on the radar · Vision

Qwen3.8-Flash-Next-NVFP4 ▼ 8

nvidia · image-text-to-text
FreshFresh (<14d)Vision
▲ 136Trending score
90kDownloads
♥ 214Likes
7 days agoLast updated
#26of 150 tracked models
top 17% by trending score
Model IDnvidia/Qwen3.8-Flash-Next-NVFP4
Authornvidia
Taskimage-text-to-text
CategoryVision
Licenseother
Parameters120B
Trending score136
Downloads89,924
Likes214
Radar rank#26
HealthFresh (<14d)
Freshness7 days ago (6.6 days)
Last modified2026-09-05T23:36:02.000Z

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

64Radar surge index / 100
Momentum 66 / 100 · 45% weight
HF trending score 136, log-scaled vs the field's peak of 1763.
Adoption 59 / 100 · 25% weight
90k downloads, log-scaled vs the field's peak.
Community 56 / 100 · 18% weight
214 likes, log-scaled vs the field's peak.
Recency 82 / 100 · 12% weight
Last updated 7 days ago — newer weights higher.

Radar position over time

movement

Where Qwen3.8-Flash-Next-NVFP4 sits on the radar, tracked daily — slipped 8 positions since the prior run. position over the last 8 days tracked · best: #18.

#26Current rank
#18Best rank
▼ 8Since prior run

In context

vs. category peers

How this model stacks up against the other 43 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▲ 136 · peer median ▲ 61
Downloads90k · peer median 330k
Likes♥ 214 · peer median ♥ 625
Freshness7 days ago · peer median 7 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 43 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 7 days ago
today14d60d1y+

Category peers

Vision · 43 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/nvidia-qwen3-8-flash-next-nvfp4.svg)](https://modelradar.kymatalabs.com/m/nvidia-qwen3-8-flash-next-nvfp4/)
<a href="https://modelradar.kymatalabs.com/m/nvidia-qwen3-8-flash-next-nvfp4/"><img src="https://modelradar.kymatalabs.com/badge/nvidia-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.