Registro público
Informe de salud del softwareesquema 0.16.0 · métricas 1.13.0 · 2026-07-21 01:24 UTC

deepspeedai / DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Python · C++Apache-2.0★ 42.747 estrellas⑂ 4895 forksdesde ene 2020Ver en GitHub ↗

deepspeedai/DeepSpeed tiene un índice de salud de 85 sobre 100, lo que lo sitúa en la banda Excelente. Su puntuación más alta es Vitality (100/100) y la más baja, Security (52/100). Se actualizó por última vez hoy. 6 personas concentran la mayor parte del trabajo reciente.

85
global / 100
Excelente

Índice de salud del software

Las métricas se agrupan en categorías ponderadas sobre una escala de 1 a 100. El resultado global parte de su media; cuando la evidencia pública activa la Política de Jurisdicciones de Alto Riesgo, la calificación se ajusta y recibe el límite 49 (En riesgo). Preparación para IA queda fuera.

85
Excelente85-100Ejemplar; cumple prácticamente todos los criterios evaluados
Bueno70-84Saludable; carencias menores
Moderado50-69Aceptable con carencias notables; se recomienda revisión
En riesgo30-49Debilidades significativas; su adopción exige cautela
Crítico1-29Problemas graves (proyecto abandonado, un solo mantenedor, sin higiene)
VitalidadComunidad yAdopciónSostenibilidady GobernanzaCalidad deIngenieríaSeguridadPreparaciónpara IA

Perfil de puntuación

Cada eje es una categoría. La forma importa más que la media: un proyecto sano llena toda la figura, mientras que un perfil de picos y cráteres indica que la fortaleza en una dimensión enmascara el riesgo en otra.

Titularidad

deepspeedaiOrganización
399 seguidores6 repositorios públicosdesde nov 2020

Este repositorio está respaldado por una organización: una custodia compartida y responsable que puede sobrevivir a cualquier mantenedor individual.

Ecosistemas de paquetes

RegistroPaqueteVersiónDescargas / mesVersionesÚltima publicación
PyPIdeepspeed0.19.21.253.553127hace 34 días

Métricas por categoría

Vitalidad

¿Está vivo el proyecto: se escribe código y se publican versiones?

100Excelente · 22% del índice global
Cómo se puntúa
36/36Recencia de push — último push hace 0 días
36/36Cadencia de commits — 52/52 semanas con commits
18/18Volumen de commits — 390 commits en el último año
0/10OpenSSF Scorecard: Maintained — sin datos
Datos de entrada utilizados
commits_last_year390
human_commit_share
days_since_last_push0
active_weeks_last_year52
Cómo se puntúa
27/27Publica versiones — 100 versiones publicadas
36/36Recencia de las versiones — última versión hace 34 días
27/27Cadencia de publicación — una versión cada ~21 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count100
latest_release_tagv0.19.2
releases_from_tagsno
days_since_latest_release34
mean_days_between_releases21

Comunidad y Adopción

¿Tiene el proyecto usuarios, descargas, atención y unas condiciones acogedoras para quienes contribuyen?

94Excelente · 18% del índice global
Cómo se puntúa
60/60Estrellas — 42.747 estrellas
25/25Forks — 4895 forks
14.2/15Observadores — 360 observadores
Datos de entrada utilizados
forks4895
stars42.747
watchers360
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (Apache-2.0)
18/18Guía CONTRIBUTING
13.5/13.5Código de conducta
0/7.2Plantilla de issues
0/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
has_contributing
has_issue_templateno
has_code_of_conduct
has_pull_request_templateno
Cómo se puntúa
80/80Descargas mensuales — 1.253.553 descargas/mes en pypi
0/20Dependientes en el registro — no lo informa este ecosistema
Datos de entrada utilizados
packagesdeepspeed
dependents
ecosystemspypi
total_downloads
monthly_downloads1.253.553
Excluidos de la puntuación (sin datos o no aplicable): Dependientes en el registro. Los pesos restantes se han renormalizado.

Sostenibilidad y Gobernanza

¿Sobrevivirá el proyecto a sus personas: factor bus, capacidad de respuesta, quién lo respalda y mantenimiento del paquete?

82Bueno · 24% del índice global
Cómo se puntúa
48.6/54Factor bus — la mitad de los commits recae en 6 contribuyente(s)
18.7/22.5Distribución de commits — el principal contribuyente firma el 17% de los commits
13.5/13.5Amplitud de contribuyentes — 100 contribuyentes
0/10OpenSSF Scorecard: Contributors — sin datos
Datos de entrada utilizados
bus_factor6
contributors_sampled100
top_contributor_share0,169
Cómo se puntúa
30.5/46.8Resolución de issues — 65% de issues cerradas
31.9/38.3Aceptación de PR — 3101/3716 PR decididos fusionados
0/15OpenSSF Scorecard: Code-Review — sin datos
Datos de entrada utilizados
merged_prs3101
open_issues1164
closed_issues2188
issue_closed_ratio0,653
closed_unmerged_prs615
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
18.7/25Alcance del propietario — 399 seguidores de deepspeedai
17.6/25Trayectoria — 6 repos públicos, cuenta de ~5 años
Datos de entrada utilizados
followers399
owner_typeOrganization
is_verified
owner_logindeepspeedai
public_repos6
account_age_days2082
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en pypi
35/35Recencia de publicación — última publicación hace 34 días
20/20Historial de versiones — 127 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesdeepspeed
ecosystemspypi
any_deprecatedno
min_days_since_publish34

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

91Excelente · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 30 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter — .flake8, .pylintrc
9.6/9.6Hooks de pre-commit
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — sin datos
Datos de entrada utilizados
has_ci
has_tests
has_editorconfigno
has_linter_config
has_precommit_config

Documentación

90Excelente
Cómo se puntúa
30/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://www.deepspeed.ai/
10/10Descripción del repositorio
10/10Topics — 13 topics
0/10Wiki
Datos de entrada utilizados
topicsdeep-learning, pytorch, gpu, machine-learning, billion-parameters, data-parallelism, model-parallelism, inference, pipeline-parallelism, compression, mixture-of-experts, trillion-parameters, zero
has_wikino
homepagehttps://www.deepspeed.ai/
has_readme
has_docs_dir
has_description

Seguridad

¿Son sólidas las prácticas visibles de seguridad y de cadena de suministro, sin exposición jurisdiccional de alto riesgo sin resolver?

52Moderado · 16% del índice global
Cómo se puntúa
30/30Política de seguridad (SECURITY.md)
0/25Configuración de Dependabot
0/25Lockfiles de dependencias — biblioteca publicada — los lockfiles son cosa de las aplicaciones, no se esperan aquí
0/20Flujo de trabajo de CodeQL
Datos de entrada utilizados
sourcefile_signals
lockfiles
manifestsdocs/Gemfile, requirements/requirements-1bit-mpi.txt, requirements/requirements-autotuning-ml.txt, requirements/requirements-autotuning.txt, requirements/requirements-cpu.txt, requirements/requirements-deepcompile.txt, requirements/requirements-dev.txt, requirements/requirements-inf.txt, requirements/requirements-readthedocs.txt, requirements/requirements-sd.txt, requirements/requirements-sparse_attn.txt, requirements/requirements-sparse_pruning.txt, requirements/requirements-torchembed.txt, requirements/requirements-triton.txt, requirements/requirements.txt, setup.cfg, setup.py
has_codeql_workflowno
has_security_policy
has_dependabot_configno
Excluidos de la puntuación (sin datos o no aplicable): Lockfiles de dependencias. Los pesos restantes se han renormalizado.
Cómo se puntúa
35/35Dependencias directas libres de avisos conocidos — ninguna dependencia directa tiene un aviso conocido
25/25Dependencias indirectas libres de avisos conocidos — ninguna dependencia indirecta tiene un aviso conocido
0/40Sin avisos pendientes — ningún aviso tiene fecha de publicación
Datos de entrada utilizados
sourceosv
advisories0
affected_packages0
assessed_packages15
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluidos de la puntuación (sin datos o no aplicable): Sin avisos pendientes. Los pesos restantes se han renormalizado. Se cotejó el cierre de dependencias en tiempo de ejecución de pypi:deepspeed@0.19.2 —lo que arrastra la instalación del paquete publicado—: 15 paquetes. No se analiza la alcanzabilidad.

Preparación para IA

¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? Es una insignia independiente y experimental — peso 0,0, de modo que se presenta por separado y no afecta a la puntuación de salud global.

71Bueno · 0% del índice global
Cómo se puntúa
45/45Instrucciones para agentes — AGENTS.md, CLAUDE.md
0/15Documentación legible por máquinas (llms.txt)
0/40Historial de commits legible — sin datos
Datos de entrada utilizados
has_llms_txtno
legible_history_share
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes2031
Excluidos de la puntuación (sin datos o no aplicable): Historial de commits legible. Los pesos restantes se han renormalizado.
Cómo se puntúa
18/18Arranque con un solo comando — Makefile, docs/code-docs/Makefile
22/22Pruebas automatizadas
11/11Configuración de lint / formato — .flake8, .pylintrc
0/11Verificación estática de tipos
10/10Entorno reproducible — Dockerfile
0/10Práctica demostrada con agentes — sin datos
0/8Mantenimiento automatizado — sin datos
0/10OpenSSF Scorecard: Pinned-Dependencies — sin datos
Datos de entrada utilizados
has_nixno
has_tests
lockfiles
has_dockerfile
typed_languageno
bootstrap_filesMakefile, docs/code-docs/Makefile
has_devcontainerno
has_linter_config
typecheck_configs
agent_commit_share
toolchain_manifests
dependency_bot_commit_share
Excluidos de la puntuación (sin datos o no aplicable): Práctica demostrada con agentes, Mantenimiento automatizado. Los pesos restantes se han renormalizado.
Cómo se puntúa
0/45Código verificable por tipos — Python sin configuración de verificación de tipos
54.4/55Tamaños de archivo manejables — 14/1258 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes279.279
source_files_sampled1258
oversized_source_files14
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
0/20Servidor MCP
40/40Ejemplos ejecutables — examples
Datos de entrada utilizados
example_dirsexamples
has_mcp_signalno
api_schema_files

Datos clave

42.747estrellas de GitHub
100contribuidores
390commits en los últimos 12 meses
0días desde el último push
100versiones publicadas
6factor bus
1164issues abiertas
PyPI, RubyGemsecosistemas de paquetes

Advertencias de recopilación de datos

  • OpenSSF Scorecard did not return a usable result (2026/07/21 01:23:49 Warning: PATs stored in env variables GITHUB_AUTH_TOKEN and GITHUB_TOKEN differ. Scorecard will use the former.); skipping Scorecard checks

Más detalle

Todas las dependencias 58

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 0 paquetes directos y 58 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
PyPIaccelerateindirecta
PyPIautodoc-pydanticindirecta
PyPIclang-format18.1.3indirecta
PyPIcomet-mlindirecta
PyPIdeepspeed-kernelsindirecta
PyPIdiffusersindirecta
PyPIdocutilsindirecta
PyPIeinopsindirecta
PyPIfutureindirecta
PyPIgoogleindirecta
PyPIhjsonindirecta
PyPIimportlib-metadataindirecta
PyPIlm-eval0.3.0indirecta
PyPImpi4pyindirecta
PyPImsgpackindirecta
PyPImupindirecta
PyPIneural-compressor2.1.0indirecta
PyPIninjaindirecta
PyPInumpyindirecta
PyPIpackagingindirecta
PyPIpre-commitindirecta
PyPIprotobufindirecta
PyPIpsutilindirecta
PyPIpy-cpuinfoindirecta
PyPIpydanticindirecta
PyPIpytestindirecta
PyPIpytest-forkedindirecta
PyPIpytest-randomlyindirecta
PyPIpytest-xdistindirecta
PyPIqtorchindirecta
PyPIqtorch0.3.0indirecta
PyPIrecommonmarkindirecta
PyPIsafetensorsindirecta
PyPIscipyindirecta
PyPIsentencepieceindirecta
PyPIsphinxindirecta
PyPIsphinx-rtd-themeindirecta
PyPItabulateindirecta
PyPItensorboardindirecta
PyPItorchindirecta
PyPItorchembedindirecta
PyPItorchvisionindirecta
PyPItqdmindirecta
PyPItransformersindirecta
PyPItritonindirecta
PyPItriton1.0.0indirecta
PyPItriton2.1.0indirecta
PyPIwandbindirecta
PyPIxgboostindirecta
RubyGemsgithub-pagesindirecta
RubyGemsjekyll-feedindirecta
RubyGemsjekyll-include-cacheindirecta
RubyGemsjekyll-paginateindirecta
RubyGemsjekyll-remote-themeindirecta
RubyGemsminimal-mistakes-jekyllindirecta
RubyGemstzinfoindirecta
RubyGemstzinfo-dataindirecta
RubyGemswebrickindirecta
Avisos de dependencias 0

Instalar pypi:deepspeed@0.19.2 arrastra 15 paquetes, directos y transitivos: 0 tienen avisos conocidos, de los cuales 0 son dependencias directas.

Ningún aviso conocido afecta a las dependencias evaluadas.

Un aviso significa que la versión registrada en el grafo de dependencias cae dentro del rango afectado de un aviso. No se analiza la alcanzabilidad, y el grafo incluye fijaciones de desarrollo y prueba: un hallazgo puede referirse al utillaje y no al software distribuido.

Informe JSON sin procesar legible por máquina
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            "name": "mup",
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  "generated_at": "2026-07-21T01:24:38.970063Z",
  "schema_version": "0.16.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/d/deepspeedai/DeepSpeed.svg",
  "full_name": "deepspeedai/DeepSpeed",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

Las puntuaciones son señales, no garantías. Reflejan prácticas públicamente visibles en GitHub; no son una auditoría de código ni una garantía de seguridad.

Los datos ausentes se excluyen y los pesos se renormalizan; nunca se puntúan como cero. La metodología es versionada y abierta: métricas v1.13.0, esquema v0.16.0 — metodología completa · wiki de métricas.

Cómo se sitúa un resultado dentro del registro general: estadísticas agregadasPyPI.