Package: dragonfarm
Title: Fine-Tune Language Models with LoRA on Your Documents and Data
Version: 0.4.0
Authors@R: 
    person("Tejas", "Patel", role = c("aut", "cre"), email = "algocrat@gmail.com")
Description: Fine-tune causal language models with LoRA (Low-Rank
        Adaptation) from R, and answer questions from your own
        documents. Documents (PDF, Word, HTML, Markdown, spreadsheets,
        web pages) are read into chunks, retrieved for each question by
        combined keyword and embedding search, and answered with cited
        sources; a model can then write training questions from them
        for review. Tables of prompts and responses work too. Training
        runs in a background 'Python' process built on Hugging Face
        'transformers' and 'peft', with 4-bit loading (QLoRA) so a
        7-billion-parameter model trains on an 8 GB GPU, and a 'shiny'
        app covers the whole workflow. 'Python' dependencies are
        declared through 'reticulate' and resolved automatically on
        first use.
License: MIT + file LICENSE
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
Depends: R (>= 4.1)
Imports: bslib (>= 0.6.0), cli, commonmark, DBI, glue, jsonlite,
        plotly, processx, ps, reticulate (>= 1.41.0), rlang, RSQLite,
        shiny (>= 1.8.0), sortable, stats, tools, utils, withr, zip
Suggests: arrow, ellmer, httr2, knitr, mcptools, pkgload, rmarkdown,
        S7, testthat (>= 3.0.0)
VignetteBuilder: knitr
Config/testthat/edition: 3
Language: en-GB
SystemRequirements: 'Python' (>= 3.10). The 'uv' tool is installed
        automatically by 'reticulate' to build the 'Python'
        environment.
X-schema.org-keywords: fine-tuning, LoRA, QLoRA, large-language-models,
        llm, retrieval-augmented-generation, rag, documents,
        transformers, peft, shiny, local-llm, huggingface
URL: https://dragonfarm.dev, https://github.com/tejas4patel/dragonfarm
BugReports: https://github.com/tejas4patel/dragonfarm/issues
Config/roxygen2/version: 8.1.0
Config/pak/sysreqs: cmake make libicu-dev libpng-dev libuv1-dev
        libssl-dev python3 zlib1g-dev
Repository: https://tejas4patel.r-universe.dev
Date/Publication: 2026-10-18 01:13:45 UTC
RemoteUrl: https://github.com/tejas4patel/dragonfarm
RemoteRef: HEAD
RemoteSha: be026c6d9cb42a8b7f14cb25db45fd5c97a5660a
NeedsCompilation: no
Packaged: 2026-10-18 01:17:21 UTC; root
Author: Tejas Patel [aut, cre]
Maintainer: Tejas Patel <algocrat@gmail.com>