Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.16.0 · метрики 1.13.0 · 2026-07-20 19:54 UTC

unslothai / unsloth

Unsloth is a local UI for training and running Gemma 4, Qwen3.6, DeepSeek, Kimi, GLM and other models.

Python · TypeScriptApache-2.0★ 68 542 зірки⑂ 6 160 форківз лист. 2023 р.Переглянути на GitHub ↗
#fine-tuning#llama#llms#mistral#gemma#llama3#unsloth#llm#deepseek#gemma3#text-to-speech#tts#qwen#agent#openai#gpt-oss#reinforcement-learning#self-hosted#ui

unslothai/unsloth має індекс здоров’я 82 зі 100, що відповідає смузі «Добрий». Найвищий показник — Vitality (100/100), найнижчий — AI Readiness (49/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконує один учасник.

82
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.

82
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

Unsloth AIОрганізація
3 272 підписники11 публічних репозиторіївз лист. 2023 р.

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

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікаціяТеги
PyPIunsloth2026.7.42 324 9042140 днів томуaillmreinforcement-learningmachine-learningartificial-intelligencepytorch

Метрики за категоріями

Життєздатність

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

100Відмінний · 22% загального індексу

Активність розробки

100Відмінний
Як обчислюється оцінка
36/36Свіжість push — останній push 0 дн. тому
36/36Ритм комітів — 52/52 тижнів із комітами
18/18Обсяг комітів — 3 609 комітів за останній рік
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 11 issue activity found in the last 90 days -- score normalized to 10
Використані вхідні дані
commits_last_year3 609
human_commit_share—
days_since_last_push0
active_weeks_last_year52

Дисципліна релізів

100Відмінний
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 44 релізів
36/36Свіжість релізів — останній реліз 0 дн. тому
27/27Ритм релізів — реліз кожні ~6,9 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count44
latest_release_tagv0.1.50-beta
releases_from_tagsні
days_since_latest_release0
mean_days_between_releases6,9
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?

94Відмінний · 18% загального індексу

Популярність і впровадження

99Відмінний
Як обчислюється оцінка
60/60Зірки — 68 542 зірок
25/25Форки — 6 160 форків
14.3/15Спостерігачі — 367 спостерігачів
Використані вхідні дані
forks6 160
stars68 542
watchers367
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Здоров'я спільноти

85Відмінний
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (Apache-2.0)
18/18Настанови CONTRIBUTING
13.5/13.5Кодекс поведінки
0/7.2Шаблон issue
0/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
has_contributingтак
has_issue_templateні
has_code_of_conductтак
has_pull_request_templateні

Впровадження в екосистемі (завантаження)

100Відмінний
Як обчислюється оцінка
80/80Щомісячні завантаження — 2 324 904 завантажень/місяць у pypi
0/20Залежні пакети в реєстрі — ця екосистема цього не повідомляє
Використані вхідні дані
packagesunsloth
dependents—
ecosystemspypi
total_downloads—
monthly_downloads2 324 904
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?

68Помірний · 24% загального індексу

Стійкість мейнтейнерів (бас-фактор)

42У зоні ризику
Як обчислюється оцінка
9/54Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів
9/22.5Розподіл комітів — головний контриб’ютор — автор 60% комітів
13.5/13.5Широта контриб’юторів — 100 контриб’юторів
10/10OpenSSF Scorecard: Contributors — project has 17 contributing companies or organizations
Використані вхідні дані
bus_factor1
contributors_sampled100
top_contributor_share0,598

Реактивність на issue та PR

75Добрий
Як обчислюється оцінка
38/46.8Вирішення issue — закрито 81% issue
29.7/38.3Прийняття PR — злито 2 337/3 012 вирішених PR
7.5/15OpenSSF Scorecard: Code-Review — Found 15/30 approved changesets -- score normalized to 5
Використані вхідні дані
merged_prs2 337
open_issues704
closed_issues3 059
issue_closed_ratio0,813
closed_unmerged_prs675

Власність та опіка

68Помірний
Як обчислюється оцінка
30/30Підтримка власника — у власності організації
0/20Верифікований домен
25/25Охоплення власника — 3 272 підписників у unslothai
13.2/25Послужний список — 11 публічних репозиторіїв, вік облікового запису ~2 р.
Використані вхідні дані
followers3 272
owner_typeOrganization
is_verified—
owner_loginunslothai
public_repos11
account_age_days978

Супровід пакетів

100Відмінний
Як обчислюється оцінка
25/25Опубліковано й доступно — 1 пакет(ів) у pypi
35/35Свіжість публікацій — остання публікація 0 дн. тому
20/20Історія версій — 214 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagesunsloth
ecosystemspypi
any_deprecatedні
min_days_since_publish0

Інженерна якість

Чи наявні базові інженерні практики та документація?

80Добрий · 20% загального індексу

Інженерні практики

90Відмінний
Як обчислюється оцінка
24/24Процеси CI — 31 процес(ів) CI
24/24Наявні тести
16/16Конфігурація лінтера — biome.json, eslint.config.js
9.6/9.6Pre-commit-хуки
0/6.4.editorconfig
16/20OpenSSF Scorecard: CI-Tests — 25 out of 29 merged PRs checked by a CI test -- score normalized to 8
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configтак
has_precommit_configтак

Документація

65Помірний
Як обчислюється оцінка
30/30README
0/25Каталог документації
15/15Сайт документації / домашня сторінка — https://unsloth.ai/docs
10/10Опис репозиторію
10/10Теми — 19 тем
0/10Wiki
Використані вхідні дані
topicsfine-tuning, llama, llms, mistral, gemma, llama3, unsloth, llm, deepseek, gemma3, text-to-speech, tts, qwen, agent, openai, gpt-oss, reinforcement-learning, self-hosted, ui
has_wikiні
homepagehttps://unsloth.ai/docs
has_readmeтак
has_docs_dirні
has_descriptionтак

Безпека

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

69Помірний · 16% загального індексу

Стан безпеки

61Помірний
Як обчислюється оцінка
6/7.5Binary-Artifacts — binaries present in source code
0/7.5Branch-Protection — немає даних
2/2.5CI-Tests — 25 out of 29 merged PRs checked by a CI test -- score normalized to 8
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
3.8/7.5Code-Review — Found 15/30 approved changesets -- score normalized to 5
2.5/2.5Contributors — project has 17 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 — 30 commit(s) and 11 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — немає даних
1.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
1.5/5SAST — SAST tool is not run on all commits -- score normalized to 3
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — немає даних
6.8/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 33 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate6,1
Виключено з оцінювання (немає даних або не застосовно): branch_protection, packaging, signed_releases. Залишкові ваги перенормовано.

Сповіщення про залежності

100Відмінний
Як обчислюється оцінка
35/35Прямі залежності без відомих сповіщень — жодна пряма залежність не має відомих сповіщень
0/25Непрямі залежності без відомих сповіщень — транзитивний набір не відокремлюється від залежностей розробки й тестування в цьому обсязі
0/40Немає задавнених сповіщень — жодне сповіщення не має дати публікації
Використані вхідні дані
sourceosv
advisories49
affected_packages30
assessed_packages1 715
unassessed_packages118
affected_by_severitycritical 1, high 4, moderate 5, low 2, unknown 18
direct_affected_packages0
Виключено з оцінювання (немає даних або не застосовно): Непрямі залежності без відомих сповіщень, Немає задавнених сповіщень. Залишкові ваги перенормовано. Звірено 1715 резолвлених залежностей із OSV. 118 не вдалося оцінити — немає резолвленої версії, непідтримувана екосистема або поза межами звітованого переліку пакетів. Цей репозиторій не публікує пакета, який резолвить індекс, тож натомість оцінено граф залежностей репозиторію. Цей граф змішує закріплені версії для розробки й тестування зі справді постачаними залежностями, тож оцінюються лише задекларовані runtime-залежності; транзитивні знахідки подаються як контекст і в оцінку не входять. Досяжність не аналізується.

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.

49У зоні ризику · 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)

69Помірний
Як обчислюється оцінка
0/18Розгортання однією командою
22/22Автоматизовані тести
11/11Конфігурація лінтера / форматера — biome.json, eslint.config.js
11/11Статична перевірка типів — studio/frontend/tsconfig.json
10/10Відтворюване середовище — lockfile
0/10Підтверджена практика роботи з агентами — немає даних
5/8Автоматизоване супроводження — автоматизацію залежностей налаштовано, але у вибірці комітів її не видно
3/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
Використані вхідні дані
has_nixні
has_testsтак
lockfilesCargo.lock, package-lock.json
has_dockerfileні
typed_languageні
bootstrap_files—
has_devcontainerні
has_linter_configтак
typecheck_configsstudio/frontend/tsconfig.json
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share0
Виключено з оцінювання (немає даних або не застосовно): Підтверджена практика роботи з агентами. Залишкові ваги перенормовано.

Читабельність коду для моделей

80Добрий
Як обчислюється оцінка
27/45Типізований код — Python з конфігурацією перевірки типів (studio/frontend/tsconfig.json)
52.6/55Керовані розміри файлів — 75/1 727 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languagePython
largest_source_bytes676 931
source_files_sampled1 727
oversized_source_files75

Машиночитні інтерфейси

60Помірний
Як обчислюється оцінка
0/40Схема API (OpenAPI/GraphQL/proto)
20/20Сервер MCP
40/40Придатні до запуску приклади — notebooks
Використані вхідні дані
example_dirsnotebooks
has_mcp_signalтак
api_schema_files—

Ключові факти

68 542зірок GitHub
100контриб'юторів
3 609комітів за останні 12 місяців
0днів від останнього пушу
44релізів
1бас-фактор
704відкритих issue
npm, PyPIпакетних екосистем

Попередження щодо збору даних

  • deps.dev does not index pypi:unsloth@2026.7.4; advisories assessed against the repository dependency graph instead

Докладніше

OpenSSF Scorecard 6.1 / 10
6.1сукупно

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 · 2026-07-20 19:53 UTC

8Binary-Artifactsbinaries present in source code
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
8CI-Tests25 out of 29 merged PRs checked by a CI test -- score normalized to 8
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
5Code-ReviewFound 15/30 approved changesets -- score normalized to 5
10Contributorsproject has 17 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 11 issue activity found in the last 90 days -- score normalized to 10
н/дPackagingpackaging workflow not detected
3Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 3
3SASTSAST tool is not run on all commits -- score normalized to 3
0Security-Policysecurity policy file not detected
н/дSigned-Releasesno releases found
9Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities33 existing vulnerabilities detected
Прямі залежності 5
РеєстрПакетОбмеження версіїМаніфест
PyPItyper—pyproject.toml
PyPIrich—pyproject.toml
PyPIpydantic—pyproject.toml
PyPIpyyaml—pyproject.toml
PyPInest-asyncio—pyproject.toml
Усі залежності 1 833

Повний розв'язаний набір залежностей із графа залежностей GitHub: 5 прямих і 1 828 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

РеєстрПакетВерсіяЗв'язок
PyPInest-asyncio—пряма
PyPIpydantic—пряма
PyPIpyyaml—пряма
PyPIrich—пряма
PyPItyper—пряма
crates.ioadler22.0.1непряма
crates.ioaho-corasick1.1.4непряма
crates.ioalloc-no-stdlib2.0.4непряма
crates.ioalloc-stdlib0.2.2непряма
crates.ioandroid_system_properties0.1.5непряма
crates.ioanyhow1.0.102непряма
crates.ioarbitrary1.4.2непряма
crates.ioarboard3.6.1непряма
crates.ioasync-broadcast0.7.2непряма
crates.ioasync-channel2.5.0непряма
crates.ioasync-executor1.14.0непряма
crates.ioasync-io2.6.0непряма
crates.ioasync-lock3.4.2непряма
crates.ioasync-process2.5.0непряма
crates.ioasync-recursion1.1.1непряма
crates.ioasync-signal0.2.13непряма
crates.ioasync-task4.7.1непряма
crates.ioasync-trait0.1.89непряма
crates.ioatk0.18.2непряма
crates.ioatk-sys0.18.2непряма
crates.ioatomic-waker1.1.2непряма
crates.ioautocfg1.5.0непряма
crates.iobase640.21.7непряма
crates.iobase640.22.1непряма
crates.iobit-set0.8.0непряма
crates.iobit-vec0.8.0непряма
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npmyargs-parser21.1.1непряма
npmyocto-queue0.1.0непряма
npmyocto-spinner1.2.0непряма
npmyoctocolors2.1.2непряма
npmzod3.25.76непряма
npmzod4.4.3непряма
npmzod-to-json-schema3.25.2непряма
npmzod-validation-error4.0.2непряма
npmzustand4.5.7непряма
npmzustand5.0.13непряма
npmzwitch2.0.4непряма
PyPIaccelerate—непряма
PyPIannotated-doc—непряма
PyPIanyascii—непряма
PyPIanyio—непряма
PyPIargbind—непряма
PyPIbitsandbytes0.45.5непряма
PyPIboto3—непряма
PyPIcertifi—непряма
PyPIchardet—непряма
PyPIclick—непряма
PyPIcryptography—непряма
PyPIcut-cross-entropy—непряма
PyPIdata-designer0.5.4непряма
PyPIdata-designer-config0.5.4непряма
PyPIdata-designer-engine—непряма
PyPIdata-designer-engine0.5.4непряма
PyPIdatasets—непряма
PyPIdatasets4.3.0непряма
PyPIddgs—непряма
PyPIdescript-audio-codec—непряма
PyPIdescript-audiotools—непряма
PyPIdiceware—непряма
PyPIdiffusers—непряма
PyPIduckdb—непряма
PyPIeinops—непряма
PyPIeinx—непряма
PyPIfaker—непряма
PyPIfastapi—непряма
PyPIfastmcp—непряма
PyPIffmpy—непряма
PyPIfilelock—непряма
PyPIflash-attn—непряма
PyPIflatbuffers—непряма
PyPIflatten-dict—непряма
PyPIfsspec—непряма
PyPIftfy—непряма
PyPIh11—непряма
PyPIhf-transfer—непряма
PyPIhttpcore—непряма
PyPIhttpx—непряма
PyPIhttpx-retries—непряма
PyPIhuggingface-hub—непряма
PyPIhuggingface-hub0.36.2непряма
PyPIidna—непряма
PyPIimportlib-resources—непряма
PyPIinflect—непряма
PyPIjson-repair—непряма
PyPIjsonpath-rust-bindings—непряма
PyPIjsonschema—непряма
PyPIjulius—непряма
PyPIkernels0.12.1непряма
PyPIlibrosa—непряма
PyPIloguru—непряма
PyPIlxml—непряма
PyPIlxml6.0.2непряма
PyPImammoth—непряма
PyPImarkdown-it-py—непряма
PyPImarkdown2—непряма
PyPImarko—непряма
PyPImatplotlib3.10.9непряма
PyPImcp—непряма
PyPImdurl—непряма
PyPImecab—непряма
PyPImlx-lm—непряма
PyPInetworkx—непряма
PyPInumpy—непряма
PyPIomegaconf—непряма
PyPIopenai—непряма
PyPIopenai-whisper—непряма
PyPIpackaging—непряма
PyPIpandas—непряма
PyPIpandas2.3.3непряма
PyPIpeft—непряма
PyPIpeft0.18.1непряма
PyPIpillow—непряма
PyPIprompt-toolkit—непряма
PyPIprotobuf—непряма
PyPIpsutil—непряма
PyPIpyarrow23.0.1непряма
PyPIpygments—непряма
PyPIpyjwt—непряма
PyPIpyloudnorm—непряма
PyPIpymupdf—непряма
PyPIpymupdf1.27.2.3непряма
PyPIpymupdf4llm—непряма
PyPIpymupdf4llm0.3.4непряма
PyPIpystoi—непряма
PyPIpytest—непряма
PyPIpython-docx1.2.0непряма
PyPIpython-json-logger—непряма
PyPIpytorch-tokenizers—непряма
PyPIrandomname—непряма
PyPIregex—непряма
PyPIrequests—непряма
PyPIruff—непряма
PyPIsafetensors—непряма
PyPIscikit-learn1.7.1непряма
PyPIscipy—непряма
PyPIsentence-transformers—непряма
PyPIsentence-transformers5.2.0непряма
PyPIsentencepiece—непряма
PyPIsetuptools—непряма
PyPIsetuptools80.9.0непряма
PyPIsetuptools-scm9.2.0непряма
PyPIshellingham—непряма
PyPIsnac—непряма
PyPIsniffio—непряма
PyPIsoundfile—непряма
PyPIsqlfluff—непряма
PyPIsqlite-vec0.1.9непряма
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PyPItensorboard—непряма
PyPItiktoken—непряма
PyPItimm—непряма
PyPItokenizers—непряма
PyPItomli—непряма
PyPItorch—непряма
PyPItorch-c-dlpack-ext—непряма
PyPItorch-stoi—непряма
PyPItorchcodec0.10.0непряма
PyPItqdm—непряма
PyPItransformers—непряма
PyPItransformers4.57.6непряма
PyPItriton—непряма
PyPItrl—непряма
PyPItrl0.23.1непряма
PyPItyping-extensions—непряма
PyPItyro—непряма
PyPIunsloth—непряма
PyPIunsloth-zoo—непряма
PyPIuroman—непряма
PyPIuvicorn—непряма
PyPIwebsockets—непряма
PyPIwheel—непряма
PyPIxformers—непряма
Сповіщення про залежності 30

Цей репозиторій не публікує пакета, який розпізнає індекс, тож оцінено його власний граф залежностей — 1 715 пакетів, серед яких є й піниї розробки та тестування, що ніколи не постачаються: 30 мають відомі сповіщення, з них 0 прямі. 118 не вдалося оцінити — немає резолвленої версії, непідтримувана екосистема або поза наведеним переліком пакетів.

ПакетВерсіяЗв'язокКритичністьСповіщеньВиправлено в
transformers4.57.6непрямакритична75.5.0
lxml6.0.2непрямависока26.1.0
quick-xml0.37.5непрямависока20.41.0
quick-xml0.38.4непрямависока20.41.0
quick-xml0.39.2непрямависока20.41.0
dompurify3.4.2непрямапомірна83.4.11
glib0.18.5непрямапомірна20.20.0
js-yaml4.1.1непрямапомірна14.2.0
serde_with3.18.0непрямапомірна13.21.0
setuptools80.9.0непрямапомірна183.0.0
@babel/core7.29.0непряманизька18.0.0-rc.6
rand0.7.3непряманизька20.10.1
anyhow1.0.102непряманевідома11.0.103
atk0.18.2непряманевідома1—
atk-sys0.18.2непряманевідома1—
fxhash0.2.1непряманевідома1—
gdk0.18.2непряманевідома1—
gdk-sys0.18.2непряманевідома1—
gdkwayland-sys0.18.2непряманевідома1—
gdkx110.18.2непряманевідома1—
gdkx11-sys0.18.2непряманевідома1—
gtk0.18.2непряманевідома1—
gtk-sys0.18.2непряманевідома1—
gtk3-macros0.18.2непряманевідома1—
proc-macro-error1.0.4непряманевідома1—
unic-char-property0.9.0непряманевідома1—
unic-char-range0.9.0непряманевідома1—
unic-common0.9.0непряманевідома1—
unic-ucd-ident0.9.0непряманевідома1—
unic-ucd-version0.9.0непряманевідома1—

Сповіщення означає, що версія, записана в графі залежностей, потрапляє в уражений діапазон. Досяжність не аналізується, а граф містить піниї розробки й тестування — знахідка може стосуватися інструментів, а не поставленого коду.

Звіт у форматі JSON машиночитний
{
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        "llm",
        "deepseek",
        "gemma3",
        "text-to-speech",
        "tts",
        "qwen",
        "agent",
        "openai",
        "gpt-oss",
        "reinforcement-learning",
        "self-hosted",
        "ui"
      ],
      "is_fork": false,
      "size_kb": 155102,
      "has_wiki": false,
      "homepage": "https://unsloth.ai/docs",
      "languages": {
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        "PowerShell": 464317,
        "TypeScript": 6244814,
        "Jupyter Notebook": 5997
      },
      "pushed_at": "2026-07-20T19:21:22Z",
      "created_at": "2023-11-29T16:50:09Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-20T19:53:31Z",
      "description": "Unsloth is a local UI for training and running Gemma 4, Qwen3.6, DeepSeek, Kimi, GLM and other models.",
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      "health_percentage": 75,
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    "ecosystem": {
      "packages": [
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          "license": "Apache-2.0",
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          "matches_repo": true,
          "registry_url": "https://pypi.org/project/unsloth/",
          "is_deprecated": false,
          "latest_version": "2026.7.4",
          "repository_url": "https://github.com/unslothai/unsloth",
          "versions_count": 214,
          "total_downloads": null,
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          "latest_version_yanked": null,
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    "popularity": {
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      "stars": 68542,
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    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [
        "notebooks"
      ],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": true,
      "bootstrap_files": [],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [
        "studio/frontend/tsconfig.json"
      ],
      "largest_source_bytes": 676931,
      "source_files_sampled": 1727,
      "oversized_source_files": 75,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "pyproject.toml",
        "studio/package.json"
      ],
      "advisories": {
        "error": null,
        "scope": "repository_graph",
        "source": "osv",
        "findings": [
          {
            "name": "transformers",
            "direct": false,
            "version": "4.57.6",
            "severity": "critical",
            "ecosystem": "pypi",
            "cvss_score": 9.6,
            "advisory_ids": [
              "GHSA-29pf-2h5f-8g72",
              "GHSA-69w3-r845-3855",
              "GHSA-fgcw-684q-jj6r",
              "PYSEC-2025-217",
              "PYSEC-2026-2288",
              "PYSEC-2026-2289",
              "PYSEC-2026-2290"
            ],
            "fixed_version": "5.5.0",
            "advisory_count": 7,
            "oldest_advisory_days": 208
          },
          {
            "name": "lxml",
            "direct": false,
            "version": "6.0.2",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.5,
            "advisory_ids": [
              "GHSA-vfmq-68hx-4jfw",
              "PYSEC-2026-87"
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            "fixed_version": "6.1.0",
            "advisory_count": 2,
            "oldest_advisory_days": 89
          },
          {
            "name": "quick-xml",
            "direct": false,
            "version": "0.37.5",
            "severity": "high",
            "ecosystem": "crates",
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            "name": "quick-xml",
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            "advisory_count": 2,
            "oldest_advisory_days": 21
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            "name": "quick-xml",
            "direct": false,
            "version": "0.39.2",
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            "ecosystem": "crates",
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            "advisory_ids": [
              "RUSTSEC-2026-0194",
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            "advisory_count": 2,
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          {
            "name": "dompurify",
            "direct": false,
            "version": "3.4.2",
            "severity": "moderate",
            "ecosystem": "npm",
            "cvss_score": 6.1,
            "advisory_ids": [
              "GHSA-76mc-f452-cxcm",
              "GHSA-cmwh-pvxp-8882",
              "GHSA-gvmj-g25r-r7wr",
              "GHSA-hpcv-96wg-7vj8",
              "GHSA-r47g-fvhr-h676",
              "GHSA-rp9w-3fw7-7cwq",
              "GHSA-vxr8-fq34-vvx9",
              "GHSA-x4vx-rjvf-j5p4"
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            "fixed_version": "3.4.11",
            "advisory_count": 8,
            "oldest_advisory_days": 35
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          {
            "name": "glib",
            "direct": false,
            "version": "0.18.5",
            "severity": "moderate",
            "ecosystem": "crates",
            "cvss_score": 5.3,
            "advisory_ids": [
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              "RUSTSEC-2024-0429"
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            "fixed_version": "0.20.0",
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            "oldest_advisory_days": 842
          },
          {
            "name": "js-yaml",
            "direct": false,
            "version": "4.1.1",
            "severity": "moderate",
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            "cvss_score": 5.3,
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            "name": "serde_with",
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            "oldest_advisory_days": 4
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            "name": "setuptools",
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            "severity": "moderate",
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            "advisory_ids": [
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            "name": "tiktoken",
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            "name": "timm",
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          {
            "name": "tokenizers",
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            "name": "tomli",
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          {
            "name": "torch",
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            "name": "torch-stoi",
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            "name": "torchcodec",
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          {
            "name": "tqdm",
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            "name": "transformers",
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          {
            "name": "tyro",
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          {
            "name": "unsloth",
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          {
            "name": "unsloth-zoo",
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          {
            "name": "uroman",
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            "version": null,
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          {
            "name": "uvicorn",
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          {
            "name": "websockets",
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          {
            "name": "wheel",
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          {
            "name": "xformers",
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        ],
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        "truncated": false,
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    },
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          "login": "danielhanchen",
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          "login": "shimmyshimmer",
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        {
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          "login": "Imagineer99",
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          "avatar_url": "https://avatars.githubusercontent.com/u/130007945?v=4"
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          "type": "User",
          "login": "Datta0",
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          "avatar_url": "https://avatars.githubusercontent.com/u/39181234?v=4"
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        {
          "type": "Bot",
          "login": "pre-commit-ci[bot]",
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          "avatar_url": "https://avatars.githubusercontent.com/in/68672?v=4"
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        {
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          "avatar_url": "https://avatars.githubusercontent.com/u/112222186?v=4"
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      "top_contributor_share": 0.598
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        "lint-ci.yml",
        "local-agent-guides-ci.yml",
        "lockfile-audit.yml",
        "mlx-ci.yml",
        "notebooks-ci.yml",
        "ossf.yml",
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        "studio-api-smoke.yml",
        "studio-backend-ci.yml",
        "studio-export-capability-ci.yml",
        "studio-frontend-ci.yml",
        "studio-inference-smoke.yml",
        "studio-load-orchestrator-ci.yml",
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        "studio-mac-inference-smoke.yml",
        "studio-mac-install-matrix.yml",
        "studio-mac-ui-smoke.yml",
        "studio-mac-update-smoke.yml",
        "studio-tauri-smoke.yml",
        "studio-ui-smoke.yml",
        "studio-update-smoke.yml",
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        "studio-windows-inference-smoke.yml",
        "studio-windows-ui-smoke.yml",
        "studio-windows-update-smoke.yml",
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          },
          {
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                "key": "watchers",
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          {
            "key": "community_health",
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            "name": "Community health",
            "note": null,
            "notes": [],
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            "inputs": {
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              "has_issue_template": false,
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            "components": [
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                "key": "readme",
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                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
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                "status": "met",
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              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
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                "points": 13.5,
                "status": "met",
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              },
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                "key": "issue_template",
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                "points": 0,
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                "key": "pr_template",
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                "status": "missed",
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            ]
          },
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            "key": "ecosystem_adoption",
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            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
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                "code": "excluded_no_data",
                "params": {
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              },
              {
                "code": "weights_renormalized",
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            "value": 100,
            "inputs": {
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              "dependents": null,
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              "total_downloads": null,
              "monthly_downloads": 2324904
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            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "2,324,904 downloads/month across pypi",
                "points": 80,
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                ],
                "max_points": 80
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              {
                "key": "registry_dependents",
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        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
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      {
        "key": "governance",
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        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
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            "note": null,
            "notes": [],
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              "top_contributor_share": 0.598
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                "key": "bus_factor",
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                "max_points": 22.5
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                "key": "contributor_breadth",
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                "points": 13.5,
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              {
                "key": "openssf_scorecard_contributors",
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          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "merged_prs": 2337,
              "open_issues": 704,
              "closed_issues": 3059,
              "issue_closed_ratio": 0.813,
              "closed_unmerged_prs": 675
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "81% of issues closed",
                "points": 38,
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                  {
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                      "share": 81
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
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                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
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                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
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                "points": 7.5,
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                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
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            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "followers": 3272,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "unslothai",
              "public_repos": 11,
              "account_age_days": 978
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
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                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "3,272 followers of unslothai",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 3272,
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "11 public repos, account ~2 yr old",
                "points": 13.2,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 11
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 2
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                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "unsloth"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 0
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 0
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                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "214 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 214
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 80,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
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            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "31 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 31
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": "biome.json, eslint.config.js",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "biome.json, eslint.config.js"
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                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "25 out of 29 merged PRs checked by a CI test -- score normalized to 8",
                "points": 16,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
              "topics": [
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                "llama",
                "llms",
                "mistral",
                "gemma",
                "llama3",
                "unsloth",
                "llm",
                "deepseek",
                "gemma3",
                "text-to-speech",
                "tts",
                "qwen",
                "agent",
                "openai",
                "gpt-oss",
                "reinforcement-learning",
                "self-hosted",
                "ui"
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              "has_wiki": false,
              "homepage": "https://unsloth.ai/docs",
              "has_readme": true,
              "has_docs_dir": false,
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            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 0,
                "status": "missed",
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              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://unsloth.ai/docs",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
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                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "19 topics",
                "points": 10,
                "status": "met",
                "details": [
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                      "count": 19
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                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 69,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 61,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 6.1
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "binaries present in source code",
                "points": 6,
                "status": "partial",
                "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": "25 out of 29 merged PRs checked by a CI test -- score normalized to 8",
                "points": 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 15/30 approved changesets -- score normalized to 5",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 17 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": "30 commit(s) and 11 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 not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 3",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 3",
                "points": 1.5,
                "status": "partial",
                "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": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "33 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 1715 resolved dependencies against OSV; 118 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                    "no_advisories_left_outstanding"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 1715
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 118
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 49,
              "affected_packages": 30,
              "assessed_packages": 1715,
              "unassessed_packages": 118,
              "affected_by_severity": "critical 1, high 4, moderate 5, low 2, unknown 18",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 1715,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "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": 10
            },
            "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": "at_risk",
        "name": "AI Readiness",
        "value": 49,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
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}

Пов’язані записи

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

88huggingface/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. Відмінний88vllm-project/vllmA high-throughput and memory-efficient inference and serving engine for LLMsВідмінний87huggingface/pytorch-pretrained-BERT🤗 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. Відмінний93deepset-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.Відмінний87OpenHands/OpenHands🙌 OpenHands: AI-Driven DevelopmentВідмінний87langgenius/difyProduction-ready platform for agentic workflow development.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 v0.16.0 — повна методологія · вікі метрик.

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