{ "_id": "6aca779dfe5cc25786e89af7", "Package": "torchtransformers", "Title": "Transformer Models in Torch", "Version": "0.0.0.9600", "Authors@R": "c(\nperson(given = \"Jonathan\",\nfamily = \"Bratt\",\nrole = c(\"aut\", \"cre\"),\nemail = \"jonathan.bratt@macmillan.com\",\ncomment = c(ORCID = \"0000-0003-2859-0076\")),\nperson(given = \"Jon\",\nfamily = \"Harmon\",\nrole = c(\"aut\"),\nemail = \"jonthegeek@gmail.com\",\ncomment = c(ORCID = \"0000-0003-4781-4346\")),\nperson(given = \"Bedford Freeman & Worth Pub Grp LLC DBA Macmillan Learning\",\nrole = c(\"cph\"))\n)", "Description": "Work with transformer models in R using torch.", "Encoding": "UTF-8", "URL": "https://github.com/macmillancontentscience/torchtransformers", "BugReports": "https://github.com/macmillancontentscience/torchtransformers/issues", "License": "Apache License (>= 2)", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.2.1", "Config/testthat/edition": "3", "VignetteBuilder": "knitr", "Config/pak/sysreqs": "cmake make libicu-dev libuv1-dev", "Repository": "https://jonthegeek.r-universe.dev", "Date/Publication": "2023-07-31 19:09:42 UTC", "RemoteUrl": "https://github.com/macmillancontentscience/torchtransformers", "RemoteRef": "HEAD", "RemoteSha": "513d9b51c1bf61d723055632a78ace17a6163954", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-10 16:33:49 UTC", "User": "root" }, "Author": "Jonathan Bratt [aut, cre] (ORCID:\n),\nJon Harmon [aut] (ORCID: ),\nBedford Freeman & Worth Pub Grp LLC DBA Macmillan Learning [cph]", "Maintainer": "Jonathan Bratt ", "_user": "jonthegeek", "_type": "src", "_file": "torchtransformers_0.0.0.9600.tar.gz", "_fileid": "https://r2.ropensci.org/29549d3529d62266ed4598120c0c23ad1b150f7ed6877d132362fa659e07bc65", "_filesize": 230042, "_sha256": "29549d3529d62266ed4598120c0c23ad1b150f7ed6877d132362fa659e07bc65", "_expires": "2027-01-18T17:36:27.000Z", "_created": "2026-10-10T16:33:49.000Z", "_published": "2026-10-10T17:36:29.553Z", "_buildurl": "https://github.com/r-universe/jonthegeek/actions/runs/38067970715", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 114260044868, "time": 138, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "ERROR", "artifact": "11676345860" }, { "job": 114260044895, "time": 120, "config": "linux-release-x86_64", "r": "4.6.1", "check": "ERROR", "artifact": "11676485522" }, { "job": 114260044872, "time": 129, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "ERROR", "artifact": "11676674250" }, { "job": 114260044860, "time": 75, "config": "macos-release-arm64", "r": "4.6.1", "check": "ERROR", "artifact": "11676793925" }, { "job": 114259459101, "time": 176, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11676390589" }, { "job": 114260044857, "time": 108, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11675562401" }, { "job": 114260044850, "time": 93, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "ERROR", "artifact": "11675392671" }, { "job": 114260044896, "time": 83, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "ERROR", "artifact": "11675692043" }, { "job": 114260044968, "time": 90, "config": "windows-release-x86_64", "r": "4.6.1", "check": "ERROR", "artifact": "11676295707" } ], "_upstream": "https://github.com/macmillancontentscience/torchtransformers", "_commit": { "id": "513d9b51c1bf61d723055632a78ace17a6163954", "author": "Jon Harmon ", "committer": "GitHub ", "message": "Update for luz 0.4.0 (#37)\n\n* Update for luz 0.4.0\r\n\r\n* Bump vnum.\r\n\r\n* Roll back vnum bump.\r\n\r\nNo code changed, just a test.", "time": 1690830582 }, "_maintainer": { "name": "Jonathan Bratt", "email": "jonathan.bratt@macmillan.com", "login": "jonathanbratt", "description": "", "uuid": 33073024, "orcid": "0000-0003-2859-0076" }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.1", "role": "Depends" }, { "package": "cli", "role": "Imports" }, { "package": "dlr", "version": ">= 1.0.0", "role": "Imports" }, { "package": "fastmatch", "role": "Imports" }, { "package": "glue", "role": "Imports" }, { "package": "purrr", "role": "Imports" }, { "package": "rlang", "role": "Imports" }, { "package": "stringr", "version": ">= 1.4.0", "role": "Imports" }, { "package": "torch", "version": ">= 0.8.0", "role": "Imports" }, { "package": "wordpiece", "version": ">= 2.1.3", "role": "Imports" }, { "package": "wordpiece.data", "version": ">= 2.0.0", "role": "Imports" }, { "package": "dplyr", "role": "Suggests" }, { "package": "luz", "role": "Suggests" }, { "package": "tibble", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "roxygen2", "role": "Suggests" } ], "_owner": "macmillancontentscience", "_selfowned": false, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 29, "_contributors": [ { "user": "jonthegeek", "count": 15, "uuid": 33983824 }, { "user": "jonathanbratt", "count": 10, "uuid": 33073024 }, { "user": "dfalbel", "count": 1, "uuid": 4706822 }, { "user": "cregouby", "count": 1, "uuid": 10136115 } ], "_userbio": { "uuid": 33983824, "type": "user", "name": "Jon Harmon", "followers": 367, "description": "Executive Director at DSLC.io (fka @r4ds) | Principal Developer (@atorus-research)" }, "_downloads": { "count": 0, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/torchtransformers" }, "_devurl": "https://github.com/macmillancontentscience/torchtransformers", "_searchresults": 8, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "extra/torchtransformers.html" ], "_cranurl": false, "_exports": [ "attention_bert", "available_berts", "config_bert", "dataset_bert", "dataset_bert_pretrained", "embeddings_bert", "increment_list_index", "luz_callback_bert_tokenize", "model_bert", "model_bert_pretrained", "position_embedding", "proj_add_norm", "simplify_bert_token_list", "tokenize_bert", "transformer_encoder_bert", "transformer_encoder_single_bert" ], "_help": [ { "page": "attention_bert", "title": "BERT-Style Attention", "topics": [ "attention_bert" ] }, { "page": "available_berts", "title": "Available BERT Models", "topics": [ "available_berts" ] }, { "page": "config_bert", "title": "BERT Model Parameters", "topics": [ "config_bert" ] }, { "page": "dataset_bert", "title": "BERT Dataset", "topics": [ "dataset_bert" ] }, { "page": "dataset_bert_pretrained", "title": "BERT Pretrained Dataset", "topics": [ "dataset_bert_pretrained" ] }, { "page": "embeddings_bert", "title": "Create BERT Embeddings", "topics": [ "embeddings_bert" ] }, { "page": "increment_list_index", "title": "Convert from Python Standard to torch", "topics": [ "increment_list_index" ] }, { "page": "luz_callback_bert_tokenize", "title": "BERT Tokenization Callback", "topics": [ "luz_callback_bert_tokenize" ] }, { "page": "model_bert", "title": "Construct a BERT Model", "topics": [ "model_bert" ] }, { "page": "model_bert_pretrained", "title": "Construct a Pretrained BERT Model", "topics": [ "model_bert_pretrained" ] }, { "page": "position_embedding", "title": "Create Position Embeddings", "topics": [ "position_embedding" ] }, { "page": "proj_add_norm", "title": "Project, Add, and Normalize", "topics": [ "proj_add_norm" ] }, { "page": "simplify_bert_token_list", "title": "Simplify Token List to Matrix", "topics": [ "simplify_bert_token_list" ] }, { "page": "tokenize_bert", "title": "Prepare Text for a BERT Model", "topics": [ "tokenize_bert" ] }, { "page": "transformer_encoder_bert", "title": "Transformer Stack", "topics": [ "transformer_encoder_bert" ] }, { "page": "transformer_encoder_single_bert", "title": "Single Transformer Layer", "topics": [ "transformer_encoder_single_bert" ] } ], "_readme": "https://github.com/macmillancontentscience/torchtransformers/raw/HEAD/README.md", "_rundeps": [ "bit", "bit64", "cachem", "callr", "cli", "coro", "desc", "digest", "dlr", "farver", "fastmap", "fastmatch", "fs", "glue", "jsonlite", "labeling", "lifecycle", "magrittr", "memoise", "otel", "piecemaker", "processx", "ps", "purrr", "R6", "rappdirs", "RColorBrewer", "Rcpp", "rlang", "safetensors", "scales", "stringi", "stringr", "torch", "vctrs", "viridisLite", "withr", "wordpiece", "wordpiece.data" ], "_vignettes": [ { "source": "entailment.Rmd", "filename": "entailment.html", "title": "Textual Entailment", "engine": "knitr::rmarkdown", "headings": [ "The MNLI Dataset", "Model", "Results" ], "created": "2022-06-02 14:21:05", "modified": "2022-09-21 17:43:11", "commits": 3 }, { "source": "triplet_loss.Rmd", "filename": "triplet_loss.html", "title": "Triplet Loss", "engine": "knitr::rmarkdown", "headings": [ "Get the data", "Define the model", "Prepare the data for torch", "Fit the model", "Using the model" ], "created": "2022-05-13 16:45:29", "modified": "2022-09-21 17:43:11", "commits": 5 } ], "_score": 4.939519252618618, "_indexed": false, "_nocasepkg": "torchtransformers", "_universes": [ "jonthegeek" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.0.0.9600", "date": "2026-10-10T16:36:00.000Z", "distro": "resolute", "commit": "513d9b51c1bf61d723055632a78ace17a6163954", "fileid": "https://r2.ropensci.org/7c02217e97e651ba7651b6beb1cf2693d72f97152d138a4c68a4b8eaa9ce263a", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/jonthegeek/actions/runs/38067970715" }, { "r": "4.6.1", "os": "linux", "version": "0.0.0.9600", "date": "2026-10-10T16:35:53.000Z", "distro": "resolute", "commit": "513d9b51c1bf61d723055632a78ace17a6163954", "fileid": "https://r2.ropensci.org/9f2e91aac18a368e01ce4c3e41df1f219ff8b007e4d8f4caee7e9c89736819e3", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/jonthegeek/actions/runs/38067970715" }, { "r": "4.5.3", "os": "mac", "version": "0.0.0.9600", "date": "2026-10-10T17:35:36.000Z", "commit": "513d9b51c1bf61d723055632a78ace17a6163954", "fileid": "https://r2.ropensci.org/9dddb0a03b38971cd28196c1ab4c7b5c57b3c7c22a3c4397208eae0858594dcd", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/jonthegeek/actions/runs/38067970715" }, { "r": "4.6.1", "os": "mac", "version": "0.0.0.9600", "date": "2026-10-10T17:34:52.000Z", "commit": "513d9b51c1bf61d723055632a78ace17a6163954", "fileid": "https://r2.ropensci.org/9c167c63ca86ae78702cfbdb61451be6b7e0a26de0785feb3e4eed6fb8fa5b44", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/jonthegeek/actions/runs/38067970715" }, { "r": "4.6.0", "os": "wasm", "version": "0.0.0.9600", "date": "2026-10-10T16:35:55.000Z", "commit": "513d9b51c1bf61d723055632a78ace17a6163954", "fileid": "https://r2.ropensci.org/3adcd199ef4eb9b60cec55570b7e000056bd6c6a9bced33e15c0ce059c2d7225", "status": "success", "buildurl": "https://github.com/r-universe/jonthegeek/actions/runs/38067970715" }, { "r": "4.7.0", "os": "win", "version": "0.0.0.9600", "date": "2026-10-10T16:35:08.000Z", "commit": "513d9b51c1bf61d723055632a78ace17a6163954", "fileid": "https://r2.ropensci.org/f67d00637266eda3840d356ea77a4a982d9007cd656c9897ca0ea4f88ca2bf4d", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/jonthegeek/actions/runs/38067970715" }, { "r": "4.5.3", "os": "win", "version": "0.0.0.9600", "date": "2026-10-10T16:35:05.000Z", "commit": "513d9b51c1bf61d723055632a78ace17a6163954", "fileid": "https://r2.ropensci.org/1bf620981031211c61caee0cbd781787aeb4a35093a9186da3b819d1a147c1bb", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/jonthegeek/actions/runs/38067970715" }, { "r": "4.6.1", "os": "win", "version": "0.0.0.9600", "date": "2026-10-10T16:35:11.000Z", "commit": "513d9b51c1bf61d723055632a78ace17a6163954", "fileid": "https://r2.ropensci.org/e9197d1d9d8607e66f3a45ed03552ea2fd3a1a3c96e5abbf955e9ff2555ae2d4", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/jonthegeek/actions/runs/38067970715" } ] }