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#127 on the radar · Vision

LightOnOCR-3-0.8B

lightonai · image-text-to-text
FreshFresh (<14d)Vision
▲ 38Trending score
1.1kDownloads
♥ 39Likes
1 day agoLast updated
#127of 150 tracked models
top 85% by trending score
Model IDlightonai/LightOnOCR-3-0.8B
Authorlightonai
Taskimage-text-to-text
CategoryVision
Licenseapache-2.0
Parameters853M
Trending score38
Downloads1,054
Likes39
Radar rank#127
HealthFresh (<14d)
Freshness1 day ago (1.2 days)
Last modified2026-10-09T10:27:57.000Z

LightOnOCR-3-0.8B is a image-text-to-text model in the Vision category, published by lightonai. 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.

50Radar surge index / 100
Momentum 51 / 100 · 45% weight
HF trending score 38, log-scaled vs the field's peak of 1381.
Adoption 36 / 100 · 25% weight
1.1k downloads, log-scaled vs the field's peak.
Community 38 / 100 · 18% weight
39 likes, log-scaled vs the field's peak.
Recency 96 / 100 · 12% weight
Last updated 1 day ago — newer weights higher.

Radar position over time

movement

Where LightOnOCR-3-0.8B sits on the radar, tracked daily — new to the radar since the prior run. position movement fills in as the radar refreshes daily.

#127Current rank
#127Best 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▲ 38 · peer median ▲ 62
Downloads1.1k · peer median 192k
Likes♥ 39 · peer median ♥ 451
Freshness1 day 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 1 day ago
today14d60d1y+

Category peers

Vision · 49 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 LightOnOCR-3-0.8B

[![Model Radar rank](https://modelradar.kymatalabs.com/badge/lightonai-lightonocr-3-0-8b.svg)](https://modelradar.kymatalabs.com/m/lightonai-lightonocr-3-0-8b/)
<a href="https://modelradar.kymatalabs.com/m/lightonai-lightonocr-3-0-8b/"><img src="https://modelradar.kymatalabs.com/badge/lightonai-lightonocr-3-0-8b.svg" alt="Model Radar rank"></a>

Primary links

on hugging face

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