edgemodelr
Local Large Language Model Inference Engine
Description
Enables R users to run large language models locally using 'GGUF' model files and the 'llama.cpp' inference engine. Provides a complete R interface for loading models, generating text completions, extracting vector representations, and streaming responses in real-time. Includes grammar-constrained generation for structured output, text classification, and retrieval-augmented generation (RAG) pipelines. Supports local inference without requiring cloud APIs or internet connectivity, ensuring complete data privacy and control. Based on the 'llama.cpp' project by Georgi Gerganov (2023) <https://github.com/ggml-org/llama.cpp>.
Downloads
402
Last 30 days
10193rd
833
Last 90 days
1.9K
Last year
Trend: +70.3% (30d vs prior 30d)
25
Last 30 days
113
Last 90 days
368
Last year
Trend: -44.4% (30d vs prior 30d)
3
Last 7 days
16
Last 30 days
3
All-time
autoCRAN-only: this name is served only by autoCRAN, so the count is exact.
CRAN Check Status
Show all 13 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | OK |
| r-devel-linux-x86_64-debian-gcc | OK |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | ERROR |
| r-release-windows-x86_64 | OK |
Check details (1 non-OK)
whether package can be installed
Installation failed. See ‘/Volumes/Builds/packages/big-sur-x86_64/results/4.6/edgemodelr.Rcheck/00install.out’ for details.
Check History
ERROR 11 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 25, 2026
whether package can be installed
Installation failed. See ‘/Volumes/Builds/packages/big-sur-x86_64/results/4.6/edgemodelr.Rcheck/00install.out’ for details.
NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 2026
installed package size
installed size is 14.2Mb
sub-directories of 1Mb or more:
libs 13.7Mb
installed package size
installed size is 14.1Mb
sub-directories of 1Mb or more:
libs 13.5Mb
installed package size
installed size is 7.9Mb
sub-directories of 1Mb or more:
libs 7.5Mb
ERROR 10 OK · 3 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026
whether package can be installed
Installation failed. See 'd:/Rcompile/CRANpkg/local/4.6/edgemodelr.Rcheck/00install.out' for details.
installed package size
installed size is 14.2Mb
sub-directories of 1Mb or more:
libs 13.7Mb
installed package size
installed size is 14.1Mb
sub-directories of 1Mb or more:
libs 13.5Mb
installed package size
installed size is 7.9Mb
sub-directories of 1Mb or more:
libs 7.5Mb
NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
installed package size
installed size is 14.2Mb
sub-directories of 1Mb or more:
libs 13.7Mb
installed package size
installed size is 14.1Mb
sub-directories of 1Mb or more:
libs 13.5Mb
installed package size
installed size is 7.9Mb
sub-directories of 1Mb or more:
libs 7.5Mb
Code
Structure
Lines of code
147,088
Files
328
Compiled share
95.2%
Has compiled src
Yes
Language breakdown
API
Exported functions
39
Internal functions
35
Recent export changes
Testing & CI
Has tests
Yes
Test-to-code ratio
0.24
testthat edition
3
CI present
No
CI type
[]
PR gated
No
Docs
Return-value doc rate
97.4%
\dontrun example ratio
88.9%
Roxygen coverage
100%
Has pkgdown
No
NEWS present
Yes
Health & Security signals
Informational signals; not verdicts.
on.exit coverage
45.5%
Unsafe pattern score
2
Dep constraint coverage
33.3%
Secret pattern count
0
Bundled 3rd-party code
2 items
Portability & License
Min R version
4.0
System requirements
1
C++ standard
–
License
MIT + file LICENSE
License flags
SPDX valid, OSI approved
History
Versions
6
First release
2025-09-22
Latest release
2026-05-26
Avg cadence
19 days
Cold removal rate
–
Dep drift
0
LOC over versions
Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.