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sd2R  

Stable Diffusion Image Generation
View on CRAN: Click here


Download and install sd2R package within the R console
Install from CRAN:
install.packages("sd2R")

Install from Github:
library("remotes")
install_github("cran/sd2R")

Install by package version:
library("remotes")
install_version("sd2R", "0.2.1")



Attach the package and use:
library("sd2R")
Maintained by
Yuri Baramykov
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-04-13
Latest Update: 2026-04-13
Description:
Provides Stable Diffusion image generation in R using the 'ggmlR' tensor library. Supports text-to-image and image-to-image generation with multiple model versions (SD 1.x, SD 2.x, 'SDXL', Flux). Implements the full inference pipeline including CLIP text encoding, 'UNet' noise removal, and 'VAE' encoding/decoding. Unified sd_generate() entry point with automatic strategy selection (direct, tiled sampling, high-resolution fix) based on output resolution and available 'VRAM'. High-resolution generation (2K, 4K+) via tiled 'VAE' decoding, tiled diffusion sampling ('MultiDiffusion'), and classic two-pass refinement (text-to-image, then upscale with image-to-image). Multi-GPU parallel generation via sd_generate_multi_gpu(). Multi-GPU model parallelism via 'device_layout' in sd_ctx(): distribute diffusion, text encoders, and 'VAE' across separate 'Vulkan' devices. Built-in profiling (sd_profile_start(), sd_profile_summary()) for per-stage timing of text encoding, sampling, and 'VAE' decode. Supports CPU and 'Vulkan' GPU. No 'Python' or external API dependencies required. Cross-platform: Linux, macOS, Windows.
How to cite:
Yuri Baramykov (2026). sd2R: Stable Diffusion Image Generation. R package version 0.2.1, https://cran.r-project.org/web/packages/sd2R. Accessed 04 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:02), 0.1.7 (2026-03-30 11:30), 0.1.9 (2026-04-09 14:00)
Other packages that cited sd2R R package
View sd2R citation profile
Other R packages that sd2R depends, imports, suggests or enhances
Complete documentation for sd2R
Functions, R codes and Examples using the sd2R R package
Full sd2R package functions and examples
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