R Observatory: Metrics for sd2R version 0.2.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

sd2R

0.2.1

Stable Diffusion Image Generation

0packages depend

2Kdownloads / year

1.6%test coverage

13/13checks pass

Overview

About

Maintained by Yuri BaramykovFirst published 2026-03-303 releasesCRAN page ↗GitHub ↗

Provides Stable Diffusion image generation using the 'ggmlR' library, with no 'Python' or external API dependencies. Supports text-to-image and image-to-image generation for SD 1.x, SD 2.x, 'SDXL', Flux, and 'FLUX.2'. A single sd_generate() function handles the entire pipeline, including sampling and high-resolution output. Features multi-GPU support, a 'Shiny' GUI, and runs on CPU or 'Vulkan' GPU across Linux, macOS, and Windows.

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)

install.packages("sd2R", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("Zabis13/sd2R")

Development version from Zabis13/sd2R. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-sd2r

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-sd2R

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

Health

CRAN checks

13OK

Slowest check: 10.9 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.38

1.6%

Coverage · measured lines

100%

Documentation · exports

7

Dependencies · direct

Check history

OK2026-08-04
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-07-11
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
WARNING2026-07-10
12 OK · 0 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE
OK2026-04-30
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 3 earlier snapshots

ERROR2026-04-16
10 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-04-11
11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-03-31
4 OK · 1 NOTE · 0 WARNING · 2 ERROR · 0 FAILURE

Documentation

READMEYes · 1,603 wordsVignettesNopkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 8%
Documented parameters: 95%
Return-value docs: 87%
References docs: 0%

Downloads

2K

CRAN downloads in the past year

Rank #8,871 · ~6/day · ~168/mo

Releases R versions

Daily download trend is not available in this view yet.

23430 days

1K90 days

2K1 year

Compare downloads with other packages →

Also on235 r2u

Repository

GitHub ↗ zabis13/sd2r

6Stars

0Forks

1Open issues

0Open PRs

3Releases

83Commits

2Contributors

83 commits · Last activity 2026-06-30 · 0% stars, 30d

Stars over time

2026-03-30 · 12026-07-09 · 6

Repository practices

Upstream repositoryBeta

3 development-tooling and community-health practices detected across 2 families in the upstream repository

Checks run against github.com/zabis13/sd2r on 2026-08-23.

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

14 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1.0

Imports (7)

Rcpp ggmlR shiny base64enc jsonlite later png

LinkingTo (2)

Rcpp ggmlR

Suggests (5)

testthat callr plumber drogonR withr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (19)

Maintainer (1)

Yuri Baramykov

Author, Maintainer

Authors (1)

Yuri Baramykov

Author, Maintainer

Contributors (6)

Green-Sky

Contributor

akleine

Contributor

leejet

Contributor, Copyright holder

stduhpf

Contributor

wbruna

Contributor

Georgi Gerganov

Contributor, Copyright holder

Copyright holders (14)

leejet

Contributor, Copyright holder

Georgi Gerganov

Contributor, Copyright holder

Copyright holder

Copyright holder

Copyright holder

Copyright holder

Copyright holder

Copyright holder

Show 6 more copyright holders

Copyright holder

Copyright holder

Copyright holder

Copyright holder

Copyright holder

Copyright holder

Package Timeline

3 releases. Pick two to compare their code metrics. R releases are shown for context.

0.2.1Latest
2026-06-19 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
0.1.9
2026-04-09 · diff ↗
0.1.7
2026-03-30
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2026-03-30
Total releases: 3 / 1 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1.0
Download size: 1.7 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("sd2R")

Format

Baramykov, Y., Google Inc., Green-Sky, Meta Platforms Inc., RAD Game Tools, Valve Software, akleine, leejet, stduhpf, wbruna, Barrett, S., Evans, A., Geldreich, R., Gerganov, G., Lohmann, N., Podgorski, K., Raiber, M., Rodriguez, J. L., & Yata, S. (2026). sd2R: Stable Diffusion Image Generation (Version 0.2.1) [Computer software]. https://doi.org/10.32614/CRAN.package.sd2R

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for sd2R version 0.2.1 [Data set]. HJJB, LLC. Data release v2026-08-24. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-24, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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