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#42 on the radar · Text

Beam-1.0-501B-A23B

reflection · text-generation
FreshFresh (<14d)Text
▲ 124Trending score
1.1kDownloads
♥ 125Likes
1 day agoLast updated
#42of 150 tracked models
top 28% by trending score
Model IDreflection/Beam-1.0-501B-A23B
Authorreflection
Tasktext-generation
CategoryText
Licenseapache-2.0
Parameters501B
Trending score124
Downloads1,148
Likes125
Radar rank#42
HealthFresh (<14d)
Freshness1 day ago (1.0 days)
Last modified2026-10-16T13:22:56.000Z

Beam-1.0-501B-A23B is a text-generation model in the Text category, published by reflection. 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.

63Radar surge index / 100
Momentum 71 / 100 · 45% weight
HF trending score 124, log-scaled vs the field's peak of 921.
Adoption 41 / 100 · 25% weight
1.1k downloads, log-scaled vs the field's peak.
Community 49 / 100 · 18% weight
125 likes, log-scaled vs the field's peak.
Recency 97 / 100 · 12% weight
Last updated 1 day ago — newer weights higher.

Radar position over time

movement

Where Beam-1.0-501B-A23B sits on the radar, tracked daily — new to the radar since the prior run. position movement fills in as the radar refreshes daily.

#42Current rank
#42Best rank
NEWSince prior run

In context

vs. category peers

How this model stacks up against the other 33 Text 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 ▲ 61
Downloads1.1k · peer median 36k
Likes♥ 125 · peer median ♥ 159
Freshness1 day ago · peer median 4 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 33 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

Text · 33 models

Other Text 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 Beam-1.0-501B-A23B

[![Model Radar rank](https://modelradar.kymatalabs.com/badge/reflection-beam-1-0-501b-a23b.svg)](https://modelradar.kymatalabs.com/m/reflection-beam-1-0-501b-a23b/)
<a href="https://modelradar.kymatalabs.com/m/reflection-beam-1-0-501b-a23b/"><img src="https://modelradar.kymatalabs.com/badge/reflection-beam-1-0-501b-a23b.svg" alt="Model Radar rank"></a>

Primary links

on hugging face

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