← Back to Model Radar
#38 on the radar · Vision

Muse-Spark-Open-816B-A42B-NVFP4

meta-models · image-text-to-text
FreshFresh (<14d)Vision
▲ 124Trending score
814Downloads
♥ 135Likes
todayLast updated
#38of 150 tracked models
top 25% by trending score
Model IDmeta-models/Muse-Spark-Open-816B-A42B-NVFP4
Authormeta-models
Taskimage-text-to-text
CategoryVision
Licenseother
Parameters484B
Trending score124
Downloads814
Likes135
Radar rank#38
HealthFresh (<14d)
Freshnesstoday (0.9 days)
Last modified2026-10-15T17:18:42.000Z

Muse-Spark-Open-816B-A42B-NVFP4 is a image-text-to-text model in the Vision category, published by meta-models. 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.

62Radar surge index / 100
Momentum 70 / 100 · 45% weight
HF trending score 124, log-scaled vs the field's peak of 971.
Adoption 39 / 100 · 25% weight
814 downloads, log-scaled vs the field's peak.
Community 50 / 100 · 18% weight
135 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 Muse-Spark-Open-816B-A42B-NVFP4 sits on the radar, tracked daily — new to the radar since the prior run. position movement fills in as the radar refreshes daily.

#38Current rank
#38Best rank
NEWSince prior run

In context

vs. category peers

How this model stacks up against the other 58 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▲ 124 · peer median ▲ 82
Downloads814 · peer median 74k
Likes♥ 135 · peer median ♥ 384
Freshnesstoday · peer median 3 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 58 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 · 58 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 Muse-Spark-Open-816B-A42B-NVFP4

[![Model Radar rank](https://modelradar.kymatalabs.com/badge/meta-models-muse-spark-open-816b-a42b-nvfp4.svg)](https://modelradar.kymatalabs.com/m/meta-models-muse-spark-open-816b-a42b-nvfp4/)
<a href="https://modelradar.kymatalabs.com/m/meta-models-muse-spark-open-816b-a42b-nvfp4/"><img src="https://modelradar.kymatalabs.com/badge/meta-models-muse-spark-open-816b-a42b-nvfp4.svg" alt="Model Radar rank"></a>

Primary links

on hugging face

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