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#139 on the radar · Text

Ripple-65B-Preview-GGUF

AtomicChat · text-generation
FreshFresh (<14d)Text
▲ 37Trending score
13kDownloads
♥ 37Likes
todayLast updated
#139of 150 tracked models
top 93% by trending score
Model IDAtomicChat/Ripple-65B-Preview-GGUF
AuthorAtomicChat
Tasktext-generation
CategoryText
Licenseapache-2.0
Trending score37
Downloads12,544
Likes37
Radar rank#139
HealthFresh (<14d)
Freshnesstoday (0.2 days)
Last modified2026-11-06T11:28:22.000Z

Ripple-65B-Preview-GGUF is a text-generation model in the Text category, published by AtomicChat. 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.

56Radar surge index / 100
Momentum 53 / 100 · 45% weight
HF trending score 37, log-scaled vs the field's peak of 972.
Adoption 55 / 100 · 25% weight
13k downloads, log-scaled vs the field's peak.
Community 37 / 100 · 18% weight
37 likes, log-scaled vs the field's peak.
Recency 99 / 100 · 12% weight
Last updated today — newer weights higher.

Radar position over time

movement

Where Ripple-65B-Preview-GGUF sits on the radar, tracked daily — new to the radar since the prior run. position movement fills in as the radar refreshes daily.

#139Current rank
#139Best rank
NEWSince prior run

In context

vs. category peers

How this model stacks up against the other 37 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▲ 37 · peer median ▲ 56
Downloads13k · peer median 21k
Likes♥ 37 · peer median ♥ 266
Freshnesstoday · peer median 6 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 37 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

Text · 37 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 Ripple-65B-Preview-GGUF

[![Model Radar rank](https://modelradar.kymatalabs.com/badge/atomicchat-ripple-65b-preview-gguf.svg)](https://modelradar.kymatalabs.com/m/atomicchat-ripple-65b-preview-gguf/)
<a href="https://modelradar.kymatalabs.com/m/atomicchat-ripple-65b-preview-gguf/"><img src="https://modelradar.kymatalabs.com/badge/atomicchat-ripple-65b-preview-gguf.svg" alt="Model Radar rank"></a>

Primary links

on hugging face

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