sd2R

0.2.1

Stable Diffusion Image Generation

0packages depend

1.8Kdownloads / year

1.6%test coverage

12/13checks 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

1NOTE12OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-gcc

Slowest check: 11.1 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.38

1.6%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

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
ERROR2026-04-16
10 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE

Show 2 earlier snapshots

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

1.8K

CRAN downloads in the past year

Rank #8,337 · ~5/day · ~150/mo

Releases R versions

Daily download trend is not available in this view yet.

19430 days

1.2K90 days

1.8K1 year

Compare downloads with other packages →

Also on208 r2u

Repository

GitHub ↗ zabis13/sd2r

6Stars

0Forks

0Open issues

0Open PRs

3Releases

83Commits

2Contributors

83 commits · Last activity 2026-06-30 · +20% 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 2026-07-31.

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

leejet

Contributor, Copyright holder

Georgi Gerganov

Contributor, Copyright holder

Show 6 more copyright holders

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: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet

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