{ "_id": "6a4d6fd6d253724d3f6dcb4d", "Package": "Rggml", "Title": "Vendored 'GGML' Tensor Library with C-Callable Compute API", "Version": "0.1.0", "Authors@R": "c(\nperson(given = \"Sounkou Mahamane\", family = \"Toure\", email = \"sounkoutoure@gmail.com\", role = c(\"aut\", \"cre\")),\nperson(given = \"Georgi\", family = \"Gerganov\", role = \"cph\", comment = \"Author of the GGML library\"),\nperson(given = \"The ggml.ai / llama.cpp contributors\", role = \"cph\", comment = \"GGML CPU backend contributors\"),\nperson(given = \"Yuri\", family = \"Baramykov\", role = \"ctb\", comment = \"ggmlR: source of the vendored GGML copy and its R/CRAN-compliance I/O shim, adapted here\")\n)", "Description": "Vendors the CPU backend of the 'GGML' tensor library\n() as a static library and\nexposes its core tensor-context and matrix-multiply compute\npath through 'R_RegisterCCallable' C-callable entry points.\nThis is a carrier package: it has no high-level R modeling API\nof its own. Other R packages link to it ('LinkingTo') to build\nand compute 'GGML' tensor graphs (including quantized types\nsuch as Q4_K) from their own C or C++ code without re-vendoring\n'GGML'. The CPU and BLAS backends are built (dense products\noffload to R's own BLAS); GPU ('Vulkan') support is a possible\nfuture addition.", "License": "GPL (>= 2)", "Encoding": "UTF-8", "SystemRequirements": "GNU make, C++17", "OS_type": "unix", "Biarch": "false", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.3", "URL": "https://github.com/sounkou-bioinfo/Rfmalloc", "BugReports": "https://github.com/sounkou-bioinfo/Rfmalloc/issues", "Config/pak/sysreqs": "make", "Repository": "https://sounkou-bioinfo.r-universe.dev", "Date/Publication": "2026-07-07 20:27:02 UTC", "RemoteUrl": "https://github.com/sounkou-bioinfo/Rfmalloc", "RemoteRef": "HEAD", "RemoteSha": "6c3512e0026a41f9a5f338430f34863dc978b875", "RemoteSubdir": "packages/Rggml", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-07-07 21:23:35 UTC", "User": "root" }, "Author": "Sounkou Mahamane Toure [aut, cre],\nGeorgi Gerganov [cph] (Author of the GGML library),\nThe ggml.ai / llama.cpp contributors [cph] (GGML CPU backend\ncontributors),\nYuri Baramykov [ctb] (ggmlR: source of the vendored GGML copy and its\nR/CRAN-compliance I/O shim, adapted here)", "Maintainer": "Sounkou Mahamane Toure ", "_user": "sounkou-bioinfo", "_type": "src", "_file": "Rggml_0.1.0.tar.gz", "_fileid": "https://r2.ropensci.org/5203a7f2dd0287fa977251e65a00e43c2be1ccd4c56158aab54cb171aabc90f1", "_filesize": 439136, "_sha256": "5203a7f2dd0287fa977251e65a00e43c2be1ccd4c56158aab54cb171aabc90f1", "_expires": "2026-10-15T21:29:57.000Z", "_created": "2026-07-07T21:23:35.000Z", "_published": "2026-07-07T21:29:58.806Z", "_jobs": [ { "job": 85733266263, "time": 184, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "8151747849" }, { "job": 85733266233, "time": 144, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "8151731211" }, { "job": 85733266278, "time": 146, "config": "linux-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "8151732121" }, { "job": 85733266250, "time": 136, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "8151727820" }, { "job": 85733266260, "time": 106, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "WARNING", "artifact": "8151717296" }, { "job": 85733266229, "time": 307, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "8151789140" }, { "job": 85733266247, "time": 99, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "8151714400" }, { "job": 85733266227, "time": 204, "config": "macos-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "8151753257" }, { "job": 85732567915, "time": 229, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "8151675404" }, { "job": 85733266255, "time": 121, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "8151722847" }, { "job": 85733266230, "time": 51, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "" }, { "job": 85733266231, "time": 54, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "" }, { "job": 85733266243, "time": 54, "config": "windows-release", "r": "4.6.1", "check": "OK", "artifact": "" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/sounkou-bioinfo/actions/runs/28899514799", "_status": "success", "_upstream": "https://github.com/sounkou-bioinfo/Rfmalloc", "_commit": { "id": "6c3512e0026a41f9a5f338430f34863dc978b875", "author": "sounkou-bioinfo ", "committer": "sounkou-bioinfo ", "message": "Rllm: sampling in rllm_generate (temperature / top_k / top_p / seed)\n\nGreedy stays the default (temperature = 0), so existing behaviour and\ntests are unchanged; a positive temperature enables temperature-scaled\nsoftmax sampling, optionally narrowed by top_k and top_p (nucleus), with\nan optional seed for reproducibility. 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