sd2R: Stable Diffusion Image Generation
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.
| Version: | 0.2.1 |
| Depends: | R (≥ 4.1.0) |
| Imports: | Rcpp (≥ 1.0.0), ggmlR (≥ 0.5.0), shiny, base64enc, jsonlite, later, png |
| LinkingTo: | Rcpp, ggmlR |
| Suggests: | testthat (≥ 3.0.0), callr, plumber, drogonR, withr |
| Published: | 2026-06-19 |
| DOI: | 10.32614/CRAN.package.sd2R |
| Author: | Yuri Baramykov 
[aut, cre],
Georgi Gerganov [ctb, cph] (Author of the GGML library),
leejet [ctb, cph] (Author of stable-diffusion.cpp),
stduhpf [ctb] (Core contributor to stable-diffusion.cpp),
Green-Sky [ctb] (Contributor to stable-diffusion.cpp),
wbruna [ctb] (Contributor to stable-diffusion.cpp),
akleine [ctb] (Contributor to stable-diffusion.cpp),
Martin Raiber [cph] (Copyright holder in miniz.h),
Rich Geldreich [cph] (Author of miniz.h),
RAD Game Tools [cph] (Copyright holder in miniz.h),
Valve Software [cph] (Copyright holder in miniz.h),
Alex Evans [cph] (PNG writing code in miniz.h),
Sean Barrett [cph] (Author of stb_image.h),
Jorge L Rodriguez [cph] (Author of stb_image_resize.h),
Niels Lohmann [cph] (Author of json.hpp (nlohmann/json)),
Susumu Yata [cph] (Author of darts.h (darts-clone)),
Kuba Podgorski [cph] (Author of zip.h/zip.c (kuba--/zip)),
Meta Platforms Inc. [cph] (rng_mt19937.hpp (ported from PyTorch)),
Google Inc. [cph] (Sentencepiece tokenizer code in t5.hpp) |
| Maintainer: | Yuri Baramykov <lbsbmsu at mail.ru> |
| BugReports: | https://github.com/Zabis13/sd2R/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/Zabis13/sd2R |
| NeedsCompilation: | yes |
| SystemRequirements: | GNU make, curl or wget (for downloading vocabulary files during installation) |
| Materials: | README, NEWS |
| CRAN checks: | sd2R results |
Documentation:
| Reference manual: | sd2R.html , sd2R.pdf |
Downloads:
| Package source: | sd2R_0.2.1.tar.gz |
| Windows binaries: | r-devel: sd2R_0.1.9.zip, r-release: sd2R_0.1.9.zip, r-oldrel: sd2R_0.1.9.zip |
| macOS binaries: | r-release (arm64): sd2R_0.2.1.tgz, r-oldrel (arm64): sd2R_0.2.1.tgz, r-release (x86_64): sd2R_0.2.1.tgz, r-oldrel (x86_64): sd2R_0.2.1.tgz |
| Old sources: | sd2R archive |
Linking:
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