Package: edgemodelr 0.4.1
edgemodelr: Local Large Language Model Inference Engine
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>.
Authors:
edgemodelr_0.4.1.tar.gz
edgemodelr_0.4.1.zip(r-4.7)edgemodelr_0.4.1.zip(r-4.6)edgemodelr_0.4.1.zip(r-4.5)
edgemodelr_0.4.1.tgz(r-4.6-x86_64)edgemodelr_0.4.1.tgz(r-4.6-arm64)edgemodelr_0.4.1.tgz(r-4.5-x86_64)edgemodelr_0.4.1.tgz(r-4.5-arm64)
edgemodelr_0.4.1.tar.gz(r-4.7-arm64)edgemodelr_0.4.1.tar.gz(r-4.7-x86_64)edgemodelr_0.4.1.tar.gz(r-4.6-arm64)edgemodelr_0.4.1.tar.gz(r-4.6-x86_64)
edgemodelr_0.4.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
edgemodelr/json (API)
NEWS
| # Install 'edgemodelr' in R: |
| install.packages('edgemodelr', repos = c('https://pawanramamali.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/pawanramamali/edgemodelr/issues
Last updated from:e260c188c0. Checks:13 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 296 | ||
| linux-devel-x86_64 | OK | 277 | ||
| source / vignettes | OK | 333 | ||
| linux-release-arm64 | OK | 305 | ||
| linux-release-x86_64 | OK | 303 | ||
| macos-release-arm64 | OK | 176 | ||
| macos-release-x86_64 | OK | 617 | ||
| macos-oldrel-arm64 | OK | 202 | ||
| macos-oldrel-x86_64 | OK | 463 | ||
| windows-devel | OK | 497 | ||
| windows-release | OK | 503 | ||
| windows-oldrel | OK | 433 | ||
| wasm-release | OK | 278 |
Exports:build_chat_promptedge_askedge_benchmarkedge_cache_infoedge_chat_completionedge_chat_streamedge_classifyedge_clean_cacheedge_completionedge_cuda_infoedge_download_modeledge_download_urledge_embeddingsedge_extractedge_extract_batchedge_find_gguf_modelsedge_find_ollama_modelsedge_free_modeledge_grammar_completionedge_index_documentsedge_install_cudaedge_install_cuda_toolkitedge_json_grammaredge_list_modelsedge_load_modeledge_load_ollama_modeledge_mapedge_model_n_embdedge_quick_setupedge_reload_cudaedge_searchedge_serveedge_set_verboseedge_simd_infoedge_similarityedge_similarity_matrixedge_small_model_configedge_stream_completionis_valid_model
Dependencies:Rcpp
