{
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  "Type": "Package",
  "Title": "Text Tokenization using Byte Pair Encoding and Unigram Modelling",
  "Version": "0.2.5",
  "Authors@R": "c(\nperson('Jan', 'Wijffels', role = c('aut', 'cre', 'cph'), email = 'jwijffels@bnosac.be', comment = \"R wrapper\"),\nperson('BNOSAC', role = 'cph', comment = \"R wrapper\"),\nperson('Google Inc.', role = c('ctb', 'cph'), comment = \"Files at src/sentencepiece/src (Apache License, Version 2.0\"),\nperson('The Abseil Authors', role = c('ctb', 'cph'), comment = \"Files at src/third_party/absl (Apache License, Version 2.0\"),\nperson('Google Inc.', role = c('ctb', 'cph'), comment = \"Files at src/third_party/protobuf-lite (BSD-3 License)\"),\nperson('Kenton Varda (Google Inc.)', role = c('ctb', 'cph'), comment = \"Files at src/third_party/protobuf-lite: coded_stream.cc, extension_set.cc, generated_message_util.cc, generated_message_util.cc, message_lite.cc, repeated_field.cc, wire_format_lite.cc, zero_copy_stream.cc, zero_copy_stream_impl_lite.cc, google/protobuf/extension_set.h, google/protobuf/generated_message_util.h, google/protobuf/wire_format_lite.h, google/protobuf/wire_format_lite_inl.h, google/protobuf/message_lite.h, google/protobuf/repeated_field.h, google/protobuf/io/coded_stream.h, google/protobuf/io/zero_copy_stream_impl_lite.h, google/protobuf/io/zero_copy_stream.h, google/protobuf/stubs/common.h, google/protobuf/stubs/hash.h, google/protobuf/stubs/once.h, google/protobuf/stubs/once.h.org (BSD-3 License)\"),\nperson('Sanjay Ghemawat (Google Inc.)', role = c('ctb', 'cph'), comment = \"Design of files at src/third_party/protobuf-lite: coded_stream.cc, extension_set.cc, generated_message_util.cc, generated_message_util.cc, message_lite.cc, repeated_field.cc, wire_format_lite.cc, zero_copy_stream.cc, zero_copy_stream_impl_lite.cc, google/protobuf/extension_set.h, google/protobuf/generated_message_util.h, google/protobuf/wire_format_lite.h, google/protobuf/wire_format_lite_inl.h, google/protobuf/message_lite.h, google/protobuf/repeated_field.h, google/protobuf/io/coded_stream.h, google/protobuf/io/zero_copy_stream_impl_lite.h, google/protobuf/io/zero_copy_stream.h (BSD-3 License)\"),\nperson('Jeff Dean (Google Inc.)', role = c('ctb', 'cph'), comment = \"Design of files at src/third_party/protobuf-lite: coded_stream.cc, extension_set.cc, generated_message_util.cc, generated_message_util.cc, message_lite.cc, repeated_field.cc, wire_format_lite.cc, zero_copy_stream.cc, zero_copy_stream_impl_lite.cc, google/protobuf/extension_set.h, google/protobuf/generated_message_util.h, google/protobuf/wire_format_lite.h, google/protobuf/wire_format_lite_inl.h, google/protobuf/message_lite.h, google/protobuf/repeated_field.h, google/protobuf/io/coded_stream.h, google/protobuf/io/zero_copy_stream_impl_lite.h, google/protobuf/io/zero_copy_stream.h (BSD-3 License)\"),\nperson('Laszlo Csomor (Google Inc.)', role = c('ctb', 'cph'), comment = \"Files at src/third_party/protobuf-lite: io_win32.cc, google/protobuf/stubs/io_win32.h  (BSD-3 License)\"),\nperson('Wink Saville (Google Inc.)', role = c('ctb', 'cph'), comment = \"Files at src/third_party/protobuf-lite: message_lite.cc, google/protobuf/wire_format_lite.h, google/protobuf/wire_format_lite_inl.h, google/protobuf/message_lite.h (BSD-3 License)\"),\nperson('Jim Meehan (Google Inc.)', role = c('ctb', 'cph'), comment = \"Files at src/third_party/protobuf-lite: structurally_valid.cc (BSD-3 License)\"),\nperson('Chris Atenasio (Google Inc.)', role = c('ctb', 'cph'), comment = \"Files at src/third_party/protobuf-lite: google/protobuf/wire_format_lite.h (BSD-3 License)\"),\nperson('Jason Hsueh (Google Inc.)', role = c('ctb', 'cph'), comment = \"Files at src/third_party/protobuf-lite: google/protobuf/io/coded_stream_inl.h (BSD-3 License)\"),\nperson('Anton Carver (Google Inc.)', role = c('ctb', 'cph'), comment = \"Files at src/third_party/protobuf-lite: google/protobuf/stubs/map_util.h (BSD-3 License)\"),\nperson('Maxim Lifantsev (Google Inc.)', role = c('ctb', 'cph'), comment = \"Files at src/third_party/protobuf-lite: google/protobuf/stubs/mathlimits.h (BSD-3 License)\"),\nperson('Susumu Yata', role = c('ctb', 'cph'), comment = \"Files at src/third_party/darts_clone (BSD-3 License\"),\nperson('Daisuke Okanohara', role = c('ctb', 'cph'), comment = \"File src/third_party/esaxx/esa.hxx (MIT License)\"),\nperson('Yuta Mori', role = c('ctb', 'cph'), comment = \"File src/third_party/esaxx/sais.hxx (MIT License)\"),\nperson('Benjamin Heinzerling', role = c('ctb', 'cph'), comment = \"Files data/models/nl.wiki.bpe.vs1000.d25.w2v.txt, data/models/nl.wiki.bpe.vs1000.d25.w2v.bin and data/models/nl.wiki.bpe.vs1000.model (MIT License)\"))",
  "Maintainer": "Jan Wijffels <jwijffels@bnosac.be>",
  "Description": "Unsupervised text tokenizer allowing to perform byte pair\nencoding and unigram modelling. Wraps the 'sentencepiece'\nlibrary <https://github.com/google/sentencepiece> which\nprovides a language independent tokenizer to split text in\nwords and smaller subword units. The techniques are explained\nin the paper \"SentencePiece: A simple and language independent\nsubword tokenizer and detokenizer for Neural Text Processing\"\nby Taku Kudo and John Richardson (2018)\n<doi:10.18653/v1/D18-2012>. Provides as well straightforward\naccess to pretrained byte pair encoding models and subword\nembeddings trained on Wikipedia using 'word2vec', as described\nin \"BPEmb: Tokenization-free Pre-trained Subword Embeddings in\n275 Languages\" by Benjamin Heinzerling and Michael Strube\n(2018)\n<http://www.lrec-conf.org/proceedings/lrec2018/pdf/1049.pdf>.",
  "URL": "https://github.com/bnosac/sentencepiece",
  "License": "MPL-2.0",
  "Encoding": "UTF-8",
  "RoxygenNote": "7.2.3",
  "SystemRequirements": "C++17",
  "Repository": "https://bnosac.r-universe.dev",
  "Date/Publication": "2026-02-09 14:06:55 UTC",
  "RemoteUrl": "https://github.com/bnosac/sentencepiece",
  "RemoteRef": "HEAD",
  "RemoteSha": "7e67419ddbe2774606255021c128959a916a9441",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-09-22 11:11:43 UTC",
    "User": "root"
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    "author": "Jan Wijffels <jwijffels@bnosac.be>",
    "committer": "Jan Wijffels <jwijffels@bnosac.be>",
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    "email": "jwijffels@bnosac.be",
    "login": "jwijffels",
    "description": "www.bnosac.be",
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  },
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    },
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      "role": "Suggests"
    },
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    }
  ],
  "_owner": "bnosac",
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  "_updates": [
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    },
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    }
  ],
  "_tags": [
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      "name": "0.2.4",
      "date": "2025-11-27"
    },
    {
      "name": "0.2.5",
      "date": "2026-02-09"
    }
  ],
  "_topics": [
    "byte",
    "natural-language-processing",
    "sentencepiece",
    "word-segmentation",
    "cpp"
  ],
  "_stars": 29,
  "_contributors": [
    {
      "user": "jwijffels",
      "count": 81,
      "uuid": 1710810
    },
    {
      "user": "jonthegeek",
      "count": 2,
      "uuid": 33983824
    }
  ],
  "_userbio": {
    "uuid": 20105826,
    "type": "organization",
    "name": "bnosac",
    "followers": 45,
    "description": "open sourced projects"
  },
  "_downloads": {
    "count": 360,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/sentencepiece"
  },
  "_devurl": "https://github.com/bnosac/sentencepiece",
  "_searchresults": 9,
  "_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/sentencepiece.html"
  ],
  "_homeurl": "https://github.com/bnosac/sentencepiece",
  "_realowner": "bnosac",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1.1",
      "date": "2020-06-04"
    },
    {
      "version": "0.1.2",
      "date": "2020-06-08"
    },
    {
      "version": "0.2",
      "date": "2021-12-15"
    },
    {
      "version": "0.2.1",
      "date": "2021-12-21"
    },
    {
      "version": "0.2.2",
      "date": "2022-11-09"
    },
    {
      "version": "0.2.3",
      "date": "2022-11-13"
    },
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      "date": "2025-11-27"
    },
    {
      "version": "0.2.5",
      "date": "2026-02-16"
    }
  ],
  "_exports": [
    "BPEembed",
    "BPEembedder",
    "read_word2vec",
    "sentencepiece",
    "sentencepiece_decode",
    "sentencepiece_download_model",
    "sentencepiece_encode",
    "sentencepiece_load_model",
    "txt_remove_",
    "wordpiece_encode"
  ],
  "_help": [
    {
      "page": "BPEembed",
      "title": "Tokenise and embed text alongside a Sentencepiece and Word2vec model",
      "topics": [
        "BPEembed"
      ]
    },
    {
      "page": "BPEembedder",
      "title": "Build a BPEembed model containing a Sentencepiece and Word2vec model",
      "topics": [
        "BPEembedder"
      ]
    },
    {
      "page": "predict.BPEembed",
      "title": "Encode and Decode alongside a BPEembed model",
      "topics": [
        "predict.BPEembed"
      ]
    },
    {
      "page": "read_word2vec",
      "title": "Read a word2vec embedding file",
      "topics": [
        "read_word2vec"
      ]
    },
    {
      "page": "sentencepiece",
      "title": "Construct a Sentencepiece model",
      "topics": [
        "sentencepiece"
      ]
    },
    {
      "page": "sentencepiece_decode",
      "title": "Decode encoded sequences back to text",
      "topics": [
        "sentencepiece_decode"
      ]
    },
    {
      "page": "sentencepiece_download_model",
      "title": "Download a Sentencepiece model",
      "topics": [
        "sentencepiece_download_model"
      ]
    },
    {
      "page": "sentencepiece_encode",
      "title": "Tokenise text alongside a Sentencepiece model",
      "topics": [
        "sentencepiece_encode"
      ]
    },
    {
      "page": "sentencepiece_load_model",
      "title": "Load a Sentencepiece model",
      "topics": [
        "sentencepiece_load_model"
      ]
    },
    {
      "page": "txt_remove_",
      "title": "Remove prefixed underscore",
      "topics": [
        "txt_remove_"
      ]
    },
    {
      "page": "wordpiece_encode",
      "title": "Wordpiece encoding",
      "topics": [
        "wordpiece_encode"
      ]
    }
  ],
  "_readme": "https://github.com/bnosac/sentencepiece/raw/HEAD/README.md",
  "_rundeps": [
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  ],
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      "package": "libstdc++6",
      "source": "gcc",
      "version": "16-20260322-1ubuntu1",
      "name": "c++",
      "homepage": "http://gcc.gnu.org/",
      "description": "GNU Standard C++ Library v3"
    }
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  "_indexed": true,
  "_nocasepkg": "sentencepiece",
  "_universes": [
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    "jwijffels"
  ],
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