Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.11.0 · метрики 1.13.0 · 2026-07-16 23:50 UTC

huggingface / tokenizers

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

Rust · PythonApache-2.0★ 10 893 зірки⑂ 1 148 форківз лист. 2019 р.Переглянути на GitHub ↗
#nlp#natural-language-processing#natural-language-understanding#language-model#transformers#bert#gpt

huggingface/tokenizers має індекс здоров’я 80 зі 100, що відповідає смузі «Добрий». Найвищий показник — Engineering Quality (93/100), найнижчий — Security (58/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконує один учасник.

80
загалом / 100
Добрий

Індекс здоров'я програмного забезпечення

Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє середнє; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 49 («Під ризиком»). Готовність до ШІ не входить до індексу.

80
Відмінний85-100Зразковий; відповідає практично всім перевіреним критеріям
Добрий70-84Здоровий; незначні прогалини
Помірний50-69Прийнятний, але з помітними прогалинами; рекомендовано перевірку
У зоні ризику30-49Суттєві слабкі місця; впровадження потребує обережності
Критичний1-29Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
ЖиттєздатністьСпільнота тавпровадженняСталість таврядуванняІнженернаякістьБезпекаГотовність доШІ

Профіль оцінок

Кожна вісь — окрема категорія. Форма важить більше, ніж середнє: здоровий об'єкт заповнює всю фігуру, тоді як профіль із піками та провалами означає, що сила в одному вимірі маскує ризик в іншому.

Власність

Hugging FaceОрганізація
65 835 підписників455 публічних репозиторіївз лют. 2017 р.

За цим репозиторієм стоїть організація — спільна, підзвітна опіка, здатна пережити будь-якого окремого мейнтейнера.

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікаціяТеги
crates.iotokenizers0.23.12 941 9364080 днів томуbpehuggingfacenlptokenizerwordpiece

Метрики за категоріями

Життєздатність

Чи живий проєкт — чи пишеться код і чи виходять релізи?

87Відмінний · 22% загального індексу

Активність розробки

83Добрий
Як обчислюється оцінка
36/36Свіжість push — останній push 0 дн. тому
19.4/36Ритм комітів — 28/52 тижнів із комітами
18/18Обсяг комітів — 120 комітів за останній рік
10/10OpenSSF Scorecard: Maintained — 21 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10
Використані вхідні дані
commits_last_year120
human_commit_share—
days_since_last_push0
active_weeks_last_year28

Дисципліна релізів

92Відмінний
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 100 релізів
36/36Свіжість релізів — останній реліз 80 дн. тому
19.8/27Ритм релізів — реліз кожні ~58,7 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count100
latest_release_tagv0.23.1
releases_from_tagsні
days_since_latest_release80
mean_days_between_releases58,7
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: Signed-Releases. Залишкові ваги перенормовано.

Спільнота та впровадження

Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?

88Відмінний · 18% загального індексу

Популярність і впровадження

97Відмінний
Як обчислюється оцінка
60/60Зірки — 10 893 зірок
25/25Форки — 1 148 форків
11.6/15Спостерігачі — 121 спостерігачів
Використані вхідні дані
forks1 148
stars10 893
watchers121
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Здоров'я спільноти

70Добрий
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (Apache-2.0)
18/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
0/7.2Шаблон issue
0/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
has_contributingтак
has_issue_templateні
has_code_of_conductні
has_pull_request_templateні

Впровадження в екосистемі (завантаження)

100Відмінний
Як обчислюється оцінка
80/80Щомісячні завантаження — 2 941 936 завантажень/місяць у crates
0/20Залежні пакети в реєстрі — ця екосистема цього не повідомляє
Використані вхідні дані
packagestokenizers
dependents—
ecosystemscrates
total_downloads22 742 237
monthly_downloads2 941 936
Виключено з оцінювання (немає даних або не застосовно): Залежні пакети в реєстрі. Залишкові ваги перенормовано.

Сталість та врядування

Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?

73Добрий · 24% загального індексу

Стійкість мейнтейнерів (бас-фактор)

43У зоні ризику
Як обчислюється оцінка
9/54Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів
10.7/22.5Розподіл комітів — головний контриб’ютор — автор 53% комітів
13.5/13.5Широта контриб’юторів — 100 контриб’юторів
10/10OpenSSF Scorecard: Contributors — project has 19 contributing companies or organizations
Використані вхідні дані
bus_factor1
contributors_sampled100
top_contributor_share0,526

Реактивність на issue та PR

79Добрий
Як обчислюється оцінка
42.1/46.8Вирішення issue — закрито 90% issue
29.2/38.3Прийняття PR — злито 700/918 вирішених PR
7.5/15OpenSSF Scorecard: Code-Review — Found 15/27 approved changesets -- score normalized to 5
Використані вхідні дані
merged_prs700
open_issues115
closed_issues1 034
issue_closed_ratio0,9
closed_unmerged_prs218

Власність та опіка

80Добрий
Як обчислюється оцінка
30/30Підтримка власника — у власності організації
0/20Верифікований домен
25/25Охоплення власника — 65 835 підписників у huggingface
25/25Послужний список — 455 публічних репозиторіїв, вік облікового запису ~9 р.
Використані вхідні дані
followers65 835
owner_typeOrganization
is_verified—
owner_loginhuggingface
public_repos455
account_age_days3 441

Супровід пакетів

100Відмінний
Як обчислюється оцінка
25/25Опубліковано й доступно — 1 пакет(ів) у crates
35/35Свіжість публікацій — остання публікація 80 дн. тому
20/20Історія версій — 40 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagestokenizers
ecosystemscrates
any_deprecatedні
min_days_since_publish80

Інженерна якість

Чи наявні базові інженерні практики та документація?

93Відмінний · 20% загального індексу

Інженерні практики

88Відмінний
Як обчислюється оцінка
24/24Процеси CI — 18 процес(ів) CI
24/24Наявні тести
16/16Конфігурація лінтера — .eslintrc.yml
0/9.6Pre-commit-хуки
6.4/6.4.editorconfig
18/20OpenSSF Scorecard: CI-Tests — 27 out of 29 merged PRs checked by a CI test -- score normalized to 9
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigтак
has_linter_configтак
has_precommit_configні

Документація

100Відмінний
Як обчислюється оцінка
30/30README
25/25Каталог документації
15/15Сайт документації / домашня сторінка — https://huggingface.co/docs/tokenizers
10/10Опис репозиторію
10/10Теми — 7 тем
10/10Wiki
Використані вхідні дані
topicsnlp, natural-language-processing, natural-language-understanding, language-model, transformers, bert, gpt
has_wikiтак
homepagehttps://huggingface.co/docs/tokenizers
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?

58Помірний · 16% загального індексу

Стан безпеки

58Помірний
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — немає даних
2.2/2.5CI-Tests — 27 out of 29 merged PRs checked by a CI test -- score normalized to 9
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
3.8/7.5Code-Review — Found 15/27 approved changesets -- score normalized to 5
2.5/2.5Contributors — project has 19 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Ліцензія — license file detected
7.5/7.5Maintained — 21 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
3.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — немає даних
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 37 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5,8
Виключено з оцінювання (немає даних або не застосовно): branch_protection, signed_releases. Залишкові ваги перенормовано.

Готовність до ШІ

Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Незалежний, експериментальний бейдж — вага 0.0, тож він подається окремо і не впливає на загальний індекс здоров'я.

59Помірний · 0% загального індексу

Контекст і настанови для агентів

1Критичний
Як обчислюється оцінка
0/45Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора
0/15Машиночитана документація (llms.txt)
0/40Читабельна історія комітів — немає даних
Використані вхідні дані
has_llms_txtні
legible_history_share—
agent_instruction_files—
agent_instruction_max_bytes—
Виключено з оцінювання (немає даних або не застосовно): Читабельна історія комітів. Залишкові ваги перенормовано.

Цикл верифікації (збірка / тести / перевірка типів)

96Відмінний
Як обчислюється оцінка
18/18Розгортання однією командою — bindings/node/Makefile, bindings/python/Makefile, docs/Makefile, tokenizers/Makefile
22/22Автоматизовані тести
11/11Конфігурація лінтера / форматера — .eslintrc.yml
11/11Статична перевірка типів — bindings/node/tsconfig.json, bindings/python/py_src/tokenizers/py.typed
10/10Відтворюване середовище — lockfile
0/10Підтверджена практика роботи з агентами — немає даних
0/8Автоматизоване супроводження — немає даних
7/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
Використані вхідні дані
has_nixні
has_testsтак
lockfilespackage-lock.json, yarn.lock
has_dockerfileні
typed_languageтак
bootstrap_filesbindings/node/Makefile, bindings/python/Makefile, docs/Makefile, tokenizers/Makefile
has_devcontainerні
has_linter_configтак
typecheck_configsbindings/node/tsconfig.json, bindings/python/py_src/tokenizers/py.typed
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share—
Виключено з оцінювання (немає даних або не застосовно): Підтверджена практика роботи з агентами, Автоматизоване супроводження. Залишкові ваги перенормовано.

Читабельність коду для моделей

98Відмінний
Як обчислюється оцінка
45/45Типізований код — Rust (статично типізована)
53.1/55Керовані розміри файлів — 7/205 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languageRust
largest_source_bytes2 226 448
source_files_sampled205
oversized_source_files7

Машиночитні інтерфейси

40У зоні ризику
Як обчислюється оцінка
0/40Схема API (OpenAPI/GraphQL/proto)
0/20Сервер MCP
40/40Придатні до запуску приклади — examples, notebooks
Використані вхідні дані
example_dirsexamples, notebooks
has_mcp_signalні
api_schema_files—

Ключові факти

10 893зірок GitHub
100контриб'юторів
120комітів за останні 12 місяців
0днів від останнього пушу
100релізів
1бас-фактор
115відкритих issue
crates.ioпакетних екосистем

Докладніше

OpenSSF Scorecard 5.8 / 10
5.8сукупно

Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).Scorecard v5.5.0 · 2026-07-16 23:49 UTC

10Binary-Artifactsno binaries found in the repo
н/дBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
9CI-Tests27 out of 29 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
5Code-ReviewFound 15/27 approved changesets -- score normalized to 5
10Contributorsproject has 19 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained21 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
7Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 7
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
н/дSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities37 existing vulnerabilities detected
Прямі залежності 28
РеєстрПакетОбмеження версіїМаніфест
crates.iorand0.9tokenizers/Cargo.toml
crates.ioonig6.5.1tokenizers/Cargo.toml
crates.ioregex1.10tokenizers/Cargo.toml
crates.ioregex-syntax0.8tokenizers/Cargo.toml
crates.iorayon1.10tokenizers/Cargo.toml
crates.iorayon-cond0.4tokenizers/Cargo.toml
crates.ioserde1.0tokenizers/Cargo.toml
crates.ioserde_json1.0tokenizers/Cargo.toml
crates.iounicode-normalization-alignments0.1tokenizers/Cargo.toml
crates.iounicode_categories0.1tokenizers/Cargo.toml
crates.iounicode-segmentation1.11tokenizers/Cargo.toml
crates.ioindicatif0.18tokenizers/Cargo.toml
crates.ioitertools0.14tokenizers/Cargo.toml
crates.iolog0.4tokenizers/Cargo.toml
crates.ioderive_builder0.20tokenizers/Cargo.toml
crates.iospm_precompiled0.1.3tokenizers/Cargo.toml
crates.iohf-hub0.4.1tokenizers/Cargo.toml
crates.iodaachorse3.0.0tokenizers/Cargo.toml
crates.iopaste1.0.14tokenizers/Cargo.toml
crates.iomacro_rules_attribute0.2.0tokenizers/Cargo.toml
crates.iothiserror2tokenizers/Cargo.toml
crates.iofancy-regex0.17tokenizers/Cargo.toml
crates.iogetrandom0.3tokenizers/Cargo.toml
crates.ioesaxx-rs0.1.10tokenizers/Cargo.toml
crates.iomonostate0.1.12tokenizers/Cargo.toml
crates.ioahash0.8.11tokenizers/Cargo.toml
crates.iodary_heap0.3.6tokenizers/Cargo.toml
crates.iocompact_str0.9tokenizers/Cargo.toml
Усі залежності 1 077

Повний розв'язаний набір залежностей із графа залежностей GitHub: 28 прямих і 1 049 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

РеєстрПакетВерсіяЗв'язок
crates.ioahash—пряма
crates.iocompact_str—пряма
crates.iodaachorse—пряма
crates.iodary_heap—пряма
crates.ioderive_builder—пряма
crates.ioesaxx-rs—пряма
crates.iofancy-regex—пряма
crates.iogetrandom—пряма
crates.iohf-hub—пряма
crates.ioindicatif—пряма
crates.ioitertools—пряма
crates.iolog—пряма
crates.iomacro_rules_attribute—пряма
crates.iomonostate—пряма
crates.ioonig—пряма
crates.iopaste—пряма
crates.iorand—пряма
crates.iorayon—пряма
crates.iorayon-cond—пряма
crates.ioregex—пряма
crates.ioregex-syntax—пряма
crates.ioserde—пряма
crates.ioserde_json—пряма
crates.iospm_precompiled—пряма
crates.iothiserror—пряма
crates.iounicode-normalization-alignments—пряма
crates.iounicode-segmentation—пряма
crates.iounicode_categories—пряма
crates.ioassert_approx_eq—непряма
crates.ioconsole_error_panic_hook—непряма
crates.iocriterion—непряма
crates.ioenv_logger—непряма
crates.iolibc—непряма
crates.ionapi—непряма
crates.ionapi-build—непряма
crates.ionapi-derive—непряма
crates.iondarray—непряма
crates.ionumpy—непряма
crates.ioonce_cell—непряма
crates.iopyo3—непряма
crates.iopyo3-async-runtimes—непряма
crates.iopyo3-build-config—непряма
crates.iopyo3-ffi—непряма
crates.iopyo3-introspection—непряма
crates.iotempfile—непряма
crates.iotokio—непряма
crates.iotracing—непряма
crates.iotracing-subscriber—непряма
crates.iowasm-bindgen—непряма
crates.iowasm-bindgen-test—непряма
crates.iowee_alloc—непряма
npm@aashutoshrathi/word-wrap1.2.6непряма
npm@ampproject/remapping2.3.0непряма
npm@arrows/array1.4.1непряма
npm@arrows/composition1.2.2непряма
npm@arrows/dispatch1.0.3непряма
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PyPIhuggingface-hub—непряма
PyPImaturin—непряма
Звіт у форматі JSON машиночитний
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            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 58,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 5.8
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "27 out of 29 merged PRs checked by a CI test -- score normalized to 9",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 15/27 approved changesets -- score normalized to 5",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 19 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "21 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 7",
                "points": 3.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "37 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 9
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 59,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice",
                    "automated_maintenance"
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              },
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                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 96,
            "inputs": {
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              "lockfiles": [
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              "has_dockerfile": false,
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                "bindings/python/Makefile",
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                "tokenizers/Makefile"
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              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "bindings/node/tsconfig.json",
                "bindings/python/py_src/tokenizers/py.typed"
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              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "bindings/node/Makefile, bindings/python/Makefile, docs/Makefile, tokenizers/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
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                      "files": "bindings/node/Makefile, bindings/python/Makefile, docs/Makefile, tokenizers/Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".eslintrc.yml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".eslintrc.yml"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "bindings/node/tsconfig.json, bindings/python/py_src/tokenizers/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "bindings/node/tsconfig.json, bindings/python/py_src/tokenizers/py.typed"
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                  }
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                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
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                "detail": "dependency not pinned by hash detected -- score normalized to 7",
                "points": 7,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 98,
            "inputs": {
              "primary_language": "Rust",
              "largest_source_bytes": 2226448,
              "source_files_sampled": 205,
              "oversized_source_files": 7
            },
            "components": [
              {
                "key": "type_checkable_code",
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                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
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                      "language": "Rust"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "7/205 source files over 60KB",
                "points": 53.1,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 205,
                      "oversized": 7
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples",
                "notebooks"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples, notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [],
  "report_type": "repository",
  "generated_at": "2026-07-16T23:50:21.036790Z",
  "schema_version": "0.11.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/h/huggingface/tokenizers.svg",
  "full_name": "huggingface/tokenizers",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

Пов’язані записи

Перевірені репозиторії, що мають спільні каталожні теги або екосистеми з huggingface/tokenizers. Читати поруч →

93deepset-ai/haystackOpen-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.Відмінний85huggingface/datasets🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation toolsВідмінний90data-privacy-stack/presidioAn open-source framework for detecting, redacting, masking, and anonymizing sensitive data (PII) across text, images, and structured data. Supports NLP, pattern matching, and customizable pipelines.Відмінний89huggingface/trlTrain transformer language models with reinforcement learning.Відмінний88langchain-ai/langsmith-sdkLangSmith Client SDK ImplementationsВідмінний88huggingface/transformers🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training. Відмінний

Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.

Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v1.13.0, схема v0.11.0 — повна методологія · вікі метрик.

Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — crates.io.