{ "_id": "6a5fcab114e95619b75d737c", "Package": "Rgguf", "Title": "Official GGUF Parsing and Typed Storage Views", "Version": "0.1.0", "Authors@R": "c(\nperson(given = \"Sounkou Mahamane\", family = \"Toure\", email = \"sounkoutoure@gmail.com\", role = c(\"aut\", \"cre\"))\n)", "Description": "Reads 'GGUF' model files, the file format used by the\n'llama.cpp' project ()\nto store large language model tensors and metadata. Tensors can\nbe decoded into file-backed 'Rfmalloc' arrays, copied at their\nnative codec density, or borrowed as zero-copy read-only spans\nover the original model mapping. Parsing, writing, and\nquantized decoding use the official 'GGML' GGUF implementation\nexposed by the sibling 'Rggml' package. Metadata key-value\npairs and the tensor directory are exposed as ordinary R lists\nand data frames. A minimal writer is included to create 'GGUF'\nfiles containing 32-bit floating point tensors, primarily to\nsupport round-trip testing.", "License": "GPL (>= 2)", "Encoding": "UTF-8", "Remotes": [ "Rfmalloc=sounkou-bioinfo/Rfmalloc/packages/Rfmalloc", "Rggml=sounkou-bioinfo/Rfmalloc/packages/Rggml" ], "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.3", "SystemRequirements": "GNU make", "URL": "https://github.com/sounkou-bioinfo/Rfmalloc,\nhttps://sounkou-bioinfo.github.io/Rfmalloc/Rgguf/", "BugReports": "https://github.com/sounkou-bioinfo/Rfmalloc/issues", "Config/pak/sysreqs": "make", "Repository": "https://rgenomicsetl.r-universe.dev", "Date/Publication": "2026-07-18 21:34:09 UTC", "RemoteUrl": "https://github.com/RGenomicsETL/Rfmalloc", "RemoteRef": "HEAD", "RemoteSha": "6e05ad03613e89cab2f8bf8eb3a49d553d5a3bed", "RemoteSubdir": "packages/Rgguf", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-07-21 19:32:21 UTC", "User": "root" }, "Author": "Sounkou Mahamane Toure [aut, cre]", "Maintainer": "Sounkou Mahamane Toure ", "_user": "rgenomicsetl", "_type": "src", "_file": "Rgguf_0.1.0.tar.gz", "_fileid": "https://r2.ropensci.org/ad67e3e50f8ece4b4cebeb31583f6870cd8e8478d56da29a9e1f371d0d4e62db", "_filesize": 139399, "_sha256": "ad67e3e50f8ece4b4cebeb31583f6870cd8e8478d56da29a9e1f371d0d4e62db", "_expires": "2026-10-29T19:38:23.000Z", "_created": "2026-07-21T19:32:21.000Z", "_published": "2026-07-21T19:38:25.682Z", "_jobs": [ { "job": 88740637435, "time": 142, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "8507707733" }, { "job": 88740637448, "time": 168, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "8507720036" }, { "job": 88740637429, "time": 138, "config": "linux-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "8507705437" }, { "job": 88740637360, "time": 163, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "8507718423" }, { "job": 88740637487, "time": 129, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "NOTE", "artifact": "8507701187" }, { "job": 88740637421, "time": 323, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "NOTE", "artifact": "8507794892" }, { "job": 88740637497, "time": 118, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "8507695096" }, { "job": 88740637447, "time": 209, "config": "macos-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "8507740473" }, { "job": 88739517995, "time": 271, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "8507638454" }, { "job": 88740637347, "time": 150, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "8507711187" }, { "job": 88740637397, "time": 231, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "8507750964" }, { "job": 88740637405, "time": 180, "config": "windows-oldrel", "r": "4.5.3", "check": "NOTE", "artifact": "8507726473" }, { "job": 88740637372, "time": 209, "config": "windows-release", "r": "4.6.1", "check": "OK", "artifact": "8507739811" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/rgenomicsetl/actions/runs/29861605813", "_status": "success", "_upstream": "https://github.com/RGenomicsETL/Rfmalloc", "_commit": { "id": "6e05ad03613e89cab2f8bf8eb3a49d553d5a3bed", "author": "sounkou-bioinfo ", "committer": "sounkou-bioinfo ", "message": "Document persistent rig tunnel setup\n", "time": 1784410449 }, "_maintainer": { "name": "Sounkou Mahamane Toure", "email": "sounkoutoure@gmail.com", "login": "sounkou-bioinfo", "mastodon": "@bioinfhotep@genomic.social", "description": "Sequences and Consequences.", "uuid": 56392505 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.4.0", "role": "Depends" }, { "package": "Rfmalloc", "role": "LinkingTo" }, { "package": "Rggml", "role": "LinkingTo" }, { "package": "Rfmalloc", "role": "Imports" }, { "package": "Rggml", "role": "Imports" }, { "package": "tinytest", "role": "Suggests" } ], "_owner": "rgenomicsetl", "_selfowned": true, "_usedby": 1, "_updates": [ { "week": "2025-37", "n": 29 }, { "week": "2026-19", "n": 50 }, { "week": "2026-20", "n": 6 }, { "week": "2026-23", "n": 1 }, { "week": "2026-28", "n": 83 }, { "week": "2026-29", "n": 16 } ], "_tags": [], "_topics": [ "altrep", "blas", "genomics", "ggml", "gguf", "llm", "llm-inference", "malloc", "memory-mapped", "mmap", "out-of-core", "quantization", "simd" ], "_stars": 4, "_contributors": [ { "user": "sounkou-bioinfo", "count": 207, "uuid": 56392505 } ], "_userbio": { "uuid": 252609706, "type": "organization", "name": "RGenomicsETL", "followers": 6, "description": "R Tools For Genomics Data Artisans" }, "_downloads": { "count": 0, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/Rgguf" }, "_devurl": "https://github.com/sounkou-bioinfo/rfmalloc", "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "extra/Rgguf.html", "manual.pdf" ], "_cranurl": false, "_exports": [ "gguf_import", "gguf_metadata", "gguf_open", "gguf_tensor", "gguf_tensors", "gguf_write_tensors" ], "_help": [ { "page": "gguf_import", "title": "Import GGUF Tensors", "topics": [ "gguf_import" ] }, { "page": "gguf_metadata", "title": "Read GGUF Metadata", "topics": [ "gguf_metadata" ] }, { "page": "gguf_open", "title": "Open a GGUF File", "topics": [ "gguf_open" ] }, { "page": "gguf_tensor", "title": "Read and Dequantize a GGUF Tensor", "topics": [ "gguf_tensor" ] }, { "page": "gguf_tensors", "title": "List GGUF Tensors", "topics": [ "gguf_tensors" ] }, { "page": "gguf_write_tensors", "title": "Write a Minimal GGUF File", "topics": [ "gguf_write_tensors" ] } ], "_readme": "https://github.com/RGenomicsETL/Rfmalloc/raw/HEAD/packages/Rgguf/README.md", "_rundeps": [ "Rfmalloc", "Rggml" ], "_score": 3.5563025007672877, "_indexed": true, "_nocasepkg": "rgguf", "_universes": [ "rgenomicsetl", "sounkou-bioinfo" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.0", "date": "2026-07-21T19:34:56.000Z", "distro": "resolute", "arch": "aarch64", "commit": "6e05ad03613e89cab2f8bf8eb3a49d553d5a3bed", "fileid": "https://r2.ropensci.org/51e55d7abf9287d033c514b9507fe3074125bd020187ceeae9c55da9108b9a9f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rgenomicsetl/actions/runs/29861605813" }, { "r": "4.7.0", "os": "linux", "version": "0.1.0", "date": "2026-07-21T19:35:17.000Z", "distro": "resolute", "arch": "x86_64", "commit": "6e05ad03613e89cab2f8bf8eb3a49d553d5a3bed", "fileid": "https://r2.ropensci.org/352a5c87d28329d732ff0dab163898b4751fd41155759288a169006f088892ea", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rgenomicsetl/actions/runs/29861605813" }, { "r": "4.6.1", "os": "linux", "version": "0.1.0", "date": "2026-07-21T19:34:51.000Z", "distro": "resolute", "arch": "aarch64", "commit": "6e05ad03613e89cab2f8bf8eb3a49d553d5a3bed", "fileid": "https://r2.ropensci.org/33e5e0f883e1ecfecacb678eec51be4f055d52b2b83a9b49cdabfbf7c3157d34", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rgenomicsetl/actions/runs/29861605813" }, { "r": "4.6.1", "os": "linux", "version": "0.1.0", "date": "2026-07-21T19:35:14.000Z", "distro": "resolute", "arch": "x86_64", "commit": "6e05ad03613e89cab2f8bf8eb3a49d553d5a3bed", "fileid": "https://r2.ropensci.org/ace44a40db1eddad82e6eee555177ef8648124ca0d8a05719c228a617ea69269", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rgenomicsetl/actions/runs/29861605813" }, { "r": "4.5.3", "os": "mac", "version": "0.1.0", "date": "2026-07-21T19:34:41.000Z", "arch": "aarch64", "commit": "6e05ad03613e89cab2f8bf8eb3a49d553d5a3bed", "fileid": "https://r2.ropensci.org/0e6f08710137f8982a6203437262c6584f80899282652ae50503d7e1b94361c5", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/rgenomicsetl/actions/runs/29861605813" }, { "r": "4.5.3", "os": "mac", "version": "0.1.0", "date": "2026-07-21T19:37:46.000Z", "arch": "x86_64", "commit": "6e05ad03613e89cab2f8bf8eb3a49d553d5a3bed", "fileid": "https://r2.ropensci.org/76a467750151045cd8d1126362c19da88442c078168a01900e3f1288827a9193", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/rgenomicsetl/actions/runs/29861605813" }, { "r": "4.6.1", "os": "mac", "version": "0.1.0", "date": "2026-07-21T19:34:28.000Z", "arch": "aarch64", "commit": "6e05ad03613e89cab2f8bf8eb3a49d553d5a3bed", "fileid": "https://r2.ropensci.org/c7c1368845b27a0b938f0e0cd6886e10f844f0288b3952666934f58a959f3301", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rgenomicsetl/actions/runs/29861605813" }, { "r": "4.6.1", "os": "mac", "version": "0.1.0", "date": "2026-07-21T19:35:54.000Z", "arch": "x86_64", "commit": "6e05ad03613e89cab2f8bf8eb3a49d553d5a3bed", "fileid": "https://r2.ropensci.org/c5237654469f371fe2ac6b978c822ab2c8b7c352adc51de11377e059f19da8a4", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rgenomicsetl/actions/runs/29861605813" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.0", "date": "2026-07-21T19:35:09.000Z", "arch": "emscripten", "commit": "6e05ad03613e89cab2f8bf8eb3a49d553d5a3bed", "fileid": "https://r2.ropensci.org/03f1ba1446d520bf3174b7a1ca0e27876d0673681f2ebbbd40a835a2d28882c9", "status": "success", "buildurl": "https://github.com/r-universe/rgenomicsetl/actions/runs/29861605813" }, { "r": "4.7.0", "os": "win", "version": "0.1.0", "date": "2026-07-21T19:36:10.000Z", "arch": "x86_64", "commit": "6e05ad03613e89cab2f8bf8eb3a49d553d5a3bed", "fileid": "https://r2.ropensci.org/aafc4c008980faf773895b09cc73259305543db8de18f08110f9cf7f8af36a7c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rgenomicsetl/actions/runs/29861605813" }, { "r": "4.5.3", "os": "win", "version": "0.1.0", "date": "2026-07-21T19:35:20.000Z", "arch": "x86_64", "commit": "6e05ad03613e89cab2f8bf8eb3a49d553d5a3bed", "fileid": "https://r2.ropensci.org/63ea44fe392bd5e366b95b15b27d9e419dafab40d0606f7cc009db2700576ee5", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/rgenomicsetl/actions/runs/29861605813" }, { "r": "4.6.1", "os": "win", "version": "0.1.0", "date": "2026-07-21T19:35:45.000Z", "arch": "x86_64", "commit": "6e05ad03613e89cab2f8bf8eb3a49d553d5a3bed", "fileid": "https://r2.ropensci.org/be2fe68dbabe133eee63c01abc816df87e0b49060148e2ca5412dfc7160f287b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rgenomicsetl/actions/runs/29861605813" } ] }