TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT LLM also contains components to create Python and C++ runtimes that orchestrate the inference execution in a performant way.
NVIDIA/TensorRT-LLM tiene un índice de salud de 98 sobre 100, lo que lo sitúa en la banda Excepcional. Su puntuación más alta es Vitality (100/100) y la más baja, Security (51/100). Se actualizó por última vez hoy. 24 personas concentran la mayor parte del trabajo reciente.
Las métricas se agrupan en categorías ponderadas sobre una escala estandarizada de 1 a 100. El resultado global parte de su media ponderada, calibrada contra la distribución del registro público para que las bandas tengan significado percentil; cuando la evidencia pública activa la Política de Jurisdicciones de Alto Riesgo, la calificación se ajusta y recibe un límite «En riesgo» de 34.
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.
El resultado global ponderado 87 se calibra a 98 en la escala publicada del índice (calibración del registro 2026-08-02).
Este repositorio está respaldado por una organización: una custodia compartida y responsable que puede sobrevivir a cualquier mantenedor individual.
| Registro | Paquete | Versión | Descargas / mes | Versiones | Última publicación | Etiquetas |
|---|---|---|---|---|---|---|
| PyPI | tensorrt_llm | 1.2.1 | - | 156 | hace 183 días | nvidiatensorrtdeeplearninginference |
| PyPI | tensorrt-llm | 1.2.1 | 15.070 | 156 | hace 183 días | nvidiatensorrtdeeplearninginference |
¿Está vivo el proyecto: se escribe código y se publican versiones?
| 36/36 | Recencia de push — último push hace 0 días |
| 36/36 | Cadencia de commits — 52/52 semanas con commits |
| 18/18 | Volumen de commits — 7117 commits en el último año |
| 0/10 | OpenSSF Scorecard: Maintained — sin datos |
| commits_last_year | 7117 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 52 |
| 27/27 | Publica versiones — 93 versiones publicadas |
| 36/36 | Recencia de las versiones — última versión hace 6 días |
| 27/27 | Cadencia de publicación — una versión cada ~10,1 días |
| 0/10 | OpenSSF Scorecard: Signed-Releases — sin datos |
| releases_count | 93 |
| latest_release_tag | v1.4.0rc0 |
| releases_from_tags | no |
| days_since_latest_release | 6 |
| mean_days_between_releases | 10,1 |
¿Tiene el proyecto usuarios, descargas, atención y unas condiciones acogedoras para quienes contribuyen?
| 60/60 | Estrellas — 14.882 estrellas |
| 25/25 | Forks — 2842 forks |
| 11.6/15 | Observadores — 122 observadores |
| forks | 2842 |
| stars | 14.882 |
| watchers | 122 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
| 22.5/22.5 | README |
| 16.9/22.5 | Licencia — archivo de licencia presente, no es una licencia reconocida |
| 18/18 | Guía CONTRIBUTING |
| 13.5/13.5 | Código de conducta |
| 0/7.2 | Plantilla de issues |
| 6.3/6.3 | Plantilla de PR |
| has_readme | sí |
| has_license | sí |
| readme_badges | 7 |
| has_contributing | sí |
| has_issue_template | no |
| has_code_of_conduct | sí |
| readme_badge_services | shields.io |
| has_pull_request_template | sí |
| 55.7/80 | Descargas mensuales — 15.070 descargas/mes en pypi |
| 0/20 | Dependientes en el registro — no lo informa este ecosistema |
| packages | tensorrt_llm, tensorrt-llm |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 15.070 |
| unverified_packages_excluded | — |
¿Sobrevivirá el proyecto a sus personas: factor bus, capacidad de respuesta, quién lo respalda y mantenimiento del paquete?
| 54/54 | Factor bus — la mitad de los commits recae en 24 contribuyente(s) |
| 21.1/22.5 | Distribución de commits — el principal contribuyente firma el 6% de los commits |
| 13.5/13.5 | Amplitud de contribuyentes — 100 contribuyentes |
| 0/10 | OpenSSF Scorecard: Contributors — sin datos |
| bus_factor | 24 |
| contributors_sampled | 100 |
| top_contributor_share | 0,062 |
| 35.2/42 | Resolución de issues — 84% de issues cerradas |
| 22.1/30 | Aceptación de PR — 11.196/15.229 PR decididos fusionados |
| 0/13 | Newcomer PR acceptance — ningún PR de un contribuyente primerizo decidido en 30 d |
| 0/15 | OpenSSF Scorecard: Code-Review — sin datos |
| merged_prs | 11.196 |
| open_issues | 675 |
| closed_issues | 3468 |
| prs_merged_7d | 34 |
| prs_decided_7d | 39 |
| prs_merged_30d | 36 |
| prs_decided_30d | 41 |
| issue_closed_ratio | 0,837 |
| closed_unmerged_prs | 4033 |
| first_time_authors_30d | 0 |
| first_time_prs_merged_30d | 0 |
| first_time_prs_decided_30d | 0 |
| 30/30 | Respaldo de la propiedad — propiedad de una organización |
| 20/20 | Dominio verificado |
| 25/25 | Alcance del propietario — 31.544 seguidores de NVIDIA |
| 25/25 | Trayectoria — 824 repos públicos, cuenta de ~14 años |
| followers | 31.544 |
| owner_type | Organization |
| is_verified | sí |
| owner_login | NVIDIA |
| public_repos | 824 |
| account_age_days | 5276 |
| 25/25 | Publicado y resoluble — 2 paquete(s) en pypi |
| 26/35 | Recencia de publicación — última publicación hace 183 días |
| 20/20 | Historial de versiones — 156 versiones en el registro |
| 20/20 | No obsoleto — activo, ni obsoleto ni retirado |
| packages | tensorrt_llm, tensorrt-llm |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 183 |
¿Existen unas prácticas mínimas de ingeniería y documentación?
| 24/24 | Flujos de trabajo de CI — 22 flujo(s) de trabajo |
| 24/24 | Pruebas presentes |
| 16/16 | Configuración de linter — agent-flow/pyproject.toml ([tool.ruff]), pyproject.toml ([tool.ruff], [tool.isort], [tool.yapf]) |
| 9.6/9.6 | Hooks de pre-commit |
| 6.4/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — sin datos |
| has_ci | sí |
| has_tests | sí |
| has_editorconfig | sí |
| has_linter_config | sí |
| has_precommit_config | sí |
| 30/30 | README |
| 25/25 | Directorio de documentación |
| 15/15 | Sitio de documentación / página del proyecto — https://nvidia.github.io/TensorRT-LLM |
| 10/10 | Descripción del repositorio |
| 10/10 | Topics — 5 topics |
| 10/10 | Wiki |
| topics | blackwell, cuda, moe, pytorch, llm-serving |
| has_wiki | sí |
| homepage | https://nvidia.github.io/TensorRT-LLM |
| docs_site | https://nvidia.github.io/TensorRT-LLM |
| has_readme | sí |
| has_docs_dir | sí |
| has_description | sí |
¿Son sólidas las prácticas visibles de seguridad y de cadena de suministro, sin exposición jurisdiccional de alto riesgo sin resolver?
| 30/30 | Política de seguridad (SECURITY.md) |
| 0/25 | Configuración de Dependabot |
| 25/25 | Lockfiles de dependencias — poetry.lock, uv.lock |
| 0/20 | Flujo de trabajo de CodeQL |
| source | file_signals |
| lockfiles | poetry.lock, uv.lock |
| manifests | agent-flow/pyproject.toml, docs/requirements.txt, pyproject.toml, requirements-build-openengine.txt, requirements-dev.txt, requirements-grpc-smg.txt, requirements.txt, security_scanning/pyproject.toml, setup.py, triton_backend/requirements.txt |
| has_codeql_workflow | no |
| has_security_policy | sí |
| has_dependabot_config | no |
| 4.5/35 | Dependencias directas libres de avisos conocidos — 7 afectados: anyio 4.13.0 (critical 9.1), mcp 1.27.1 (high 7.6), protobuf 5.27.2 (high 7.5), +4 más |
| 0/25 | Dependencias indirectas libres de avisos conocidos — el conjunto transitivo no es separable de las dependencias de desarrollo y prueba en este alcance |
| 22.8/40 | Sin avisos pendientes — 4 paquete(s) con avisos sin atender más allá de 90 días; el más antiguo publicado hace 491 días |
| source | osv |
| advisories | 152 |
| affected_packages | 20 |
| assessed_packages | 134 |
| unassessed_packages | 178 |
| affected_by_severity | critical 3, high 12, moderate 5 |
| direct_affected_packages | 7 |
¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? Tiene un peso deliberadamente pequeño (4%): las herramientas para agentes son una señal real de mantenimiento, pero un repositorio sin ninguna puede alcanzar igualmente 100/100.
| 45/45 | Instrucciones para agentes — .codex/AGENTS.md, AGENTS.md, CLAUDE.md, agent-flow/AGENTS.md, agent-flow/CLAUDE.md, cpp/tensorrt_llm/batch_manager/kv_cache_manager_v2/AGENTS.md, tensorrt_llm/runtime/kv_cache_manager_v2/AGENTS.md, tensorrt_llm/runtime/kv_cache_manager_v2/CLAUDE.md, tests/AGENTS.md, tests/CLAUDE.md, tests/integration/defs/visual_gen/AGENTS.md, tests/integration/defs/visual_gen/CLAUDE.md, tests/unittest/_torch/visual_gen/AGENTS.md, tests/unittest/_torch/visual_gen/CLAUDE.md |
| 15/15 | Documentación legible por máquinas (llms.txt) — llms.txt servido por el sitio web del proyecto (https://modal.com/llms.txt) |
| 40/40 | Historial de commits legible — 81 de 100 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo) |
| has_llms_txt | sí |
| llms_txt_url | https://modal.com/llms.txt |
| legible_history_share | 0,81 |
| agent_instruction_files | .codex/AGENTS.md, AGENTS.md, CLAUDE.md, agent-flow/AGENTS.md, agent-flow/CLAUDE.md, cpp/tensorrt_llm/batch_manager/kv_cache_manager_v2/AGENTS.md, tensorrt_llm/runtime/kv_cache_manager_v2/AGENTS.md, tensorrt_llm/runtime/kv_cache_manager_v2/CLAUDE.md, tests/AGENTS.md, tests/CLAUDE.md, tests/integration/defs/visual_gen/AGENTS.md, tests/integration/defs/visual_gen/CLAUDE.md, tests/unittest/_torch/visual_gen/AGENTS.md, tests/unittest/_torch/visual_gen/CLAUDE.md |
| agent_instruction_max_bytes | 33.470 |
| 18/18 | Arranque con un solo comando — cpp/kernels/fmha_v2/Makefile, cpp/kernels/fmha_v2/train_ops/Makefile, cpp/kernels/xqa/nvrtc/Makefile, docker/Makefile, docs/Makefile, enroot/Makefile |
| 22/22 | Pruebas automatizadas |
| 11/11 | Configuración de lint / formato — agent-flow/pyproject.toml ([tool.ruff]), pyproject.toml ([tool.ruff], [tool.isort], [tool.yapf]) |
| 0/11 | Verificación estática de tipos |
| 10/10 | Entorno reproducible — devcontainer, Dockerfile, lockfile |
| 4/10 | Práctica demostrada con agentes — 2 de los últimos 100 commits con autoría o crédito de agente |
| 0/8 | Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — sin datos |
| has_nix | no |
| has_tests | sí |
| lockfiles | poetry.lock, uv.lock |
| has_dockerfile | sí |
| typed_language | no |
| bootstrap_files | cpp/kernels/fmha_v2/Makefile, cpp/kernels/fmha_v2/train_ops/Makefile, cpp/kernels/xqa/nvrtc/Makefile, docker/Makefile, docs/Makefile, enroot/Makefile |
| has_devcontainer | sí |
| has_linter_config | sí |
| typecheck_configs | — |
| agent_commit_share | 0,02 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
| 0/45 | Código verificable por tipos — Python sin configuración de verificación de tipos |
| 51.2/55 | Tamaños de archivo manejables — 346/4998 archivos fuente de más de 60 KB |
| primary_language | Python |
| largest_source_bytes | 7.622.873 |
| source_files_sampled | 4998 |
| oversized_source_files | 346 |
| 40/40 | Esquema de API (OpenAPI/GraphQL/proto) — tensorrt_llm/grpc/openengine/proto/openengine/v1/error.proto, tensorrt_llm/grpc/openengine/proto/openengine/v1/generation.proto, tensorrt_llm/grpc/openengine/proto/openengine/v1/kv.proto, tensorrt_llm/grpc/openengine/proto/openengine/v1/lifecycle.proto, tensorrt_llm/grpc/openengine/proto/openengine/v1/lora.proto, tensorrt_llm/grpc/openengine/proto/openengine/v1/model.proto, tensorrt_llm/grpc/openengine/proto/openengine/v1/openengine.proto, tensorrt_llm/grpc/openengine/proto/openengine/v1/server.proto |
| 20/20 | Servidor MCP |
| 40/40 | Ejemplos ejecutables — examples |
| example_dirs | examples |
| has_mcp_signal | sí |
| api_schema_files | tensorrt_llm/grpc/openengine/proto/openengine/v1/error.proto, tensorrt_llm/grpc/openengine/proto/openengine/v1/generation.proto, tensorrt_llm/grpc/openengine/proto/openengine/v1/kv.proto, tensorrt_llm/grpc/openengine/proto/openengine/v1/lifecycle.proto, tensorrt_llm/grpc/openengine/proto/openengine/v1/lora.proto, tensorrt_llm/grpc/openengine/proto/openengine/v1/model.proto, tensorrt_llm/grpc/openengine/proto/openengine/v1/openengine.proto, tensorrt_llm/grpc/openengine/proto/openengine/v1/server.proto |
| interfaces_expected_of | network-service |
Cuándo se añadió cada estrella y fork, recopilado de GitHub y agrupado por día. El crecimiento acumulado se sitúa justo encima de las adiciones diarias que lo componen, de modo que ambos se leen en conjunto: la acumulación orgánica sostenida no se parece en nada a un pico abrupto y efímero. Cuando esa diferencia es medible, se informa como autenticidad del crecimiento.
Solo se muestra el historial más reciente: este repositorio supera la ventana de recopilación, por lo que no se captura el historial más antiguo.
| Registro | Paquete | Restricción de versión | Manifiesto |
|---|---|---|---|
| PyPI | anyio | >=4.0 | agent-flow/pyproject.toml |
| PyPI | pyyaml | >=6.0 | agent-flow/pyproject.toml |
| PyPI | rich | >=13.0 | agent-flow/pyproject.toml |
| PyPI | claude-agent-sdk | ==0.2.162 | agent-flow/pyproject.toml |
| PyPI | openai-codex | ==0.154.0 | agent-flow/pyproject.toml |
| PyPI | accelerate | (>=1.7.0) | security_scanning/pyproject.toml |
| PyPI | build | (>=1.6.1,<2.0.0) | security_scanning/pyproject.toml |
| PyPI | colored | (>=2.3.2,<3.0.0) | security_scanning/pyproject.toml |
| PyPI | cuda-python | (>=13) | security_scanning/pyproject.toml |
| PyPI | diffusers | (>=0.40.0,<0.41) | security_scanning/pyproject.toml |
| PyPI | safetensors | (>=0.8.0) | security_scanning/pyproject.toml |
| PyPI | ftfy | (>=6.3.1,<7.0.0) | security_scanning/pyproject.toml |
| PyPI | lark | (>=1.3.1,<2.0.0) | security_scanning/pyproject.toml |
| PyPI | lazy-loader | (>=0.5,<1.0) | security_scanning/pyproject.toml |
| PyPI | mpi4py | (>=4.1.2,<5.0.0) | security_scanning/pyproject.toml |
| PyPI | numpy | (>=2.0.0,<2.4) | security_scanning/pyproject.toml |
| PyPI | graphviz | (>=0.21,<0.22) | security_scanning/pyproject.toml |
| PyPI | openai | (>=3.35.1,<4.0.0) | security_scanning/pyproject.toml |
| PyPI | polygraphy | (>=0.53.6,<0.54.0) | security_scanning/pyproject.toml |
| PyPI | psutil | (>=7.2.2,<8.0.0) | security_scanning/pyproject.toml |
| PyPI | nvidia-ml-py | (>=13) | security_scanning/pyproject.toml |
| PyPI | h5py | (==3.12.1) | security_scanning/pyproject.toml |
| PyPI | strenum | (>=0.4.15,<0.5.0) | security_scanning/pyproject.toml |
| PyPI | sentencepiece | (>=0.1.99) | security_scanning/pyproject.toml |
| PyPI | torch | (>=2.14.0a0,<=2.14.0) | security_scanning/pyproject.toml |
| PyPI | torchvision | (>=0.29.1,<0.30.0) | security_scanning/pyproject.toml |
| PyPI | nvidia-nccl-cu13 | (>=2.30.7,<=2.31.2) | security_scanning/pyproject.toml |
| PyPI | nccl4py | (>=0.4,<=0.5) | security_scanning/pyproject.toml |
| PyPI | transformers | (==5.5.4) | security_scanning/pyproject.toml |
| PyPI | prometheus-client | (>=0.26.0,<0.27.0) | security_scanning/pyproject.toml |
| PyPI | prometheus-fastapi-instrumentator | (>=8.1.0) | security_scanning/pyproject.toml |
| PyPI | pydantic | (>=2.9.1) | security_scanning/pyproject.toml |
| PyPI | msgspec | (>=0.22.0,<0.23.0) | security_scanning/pyproject.toml |
| PyPI | omegaconf | (>=2.4.0,<3.0.0) | security_scanning/pyproject.toml |
| PyPI | pynvvideocodec | (>=2.1.0,<2.2.0) | security_scanning/pyproject.toml |
| PyPI | optimum | (>=2.3.0,<3.0.0) | security_scanning/pyproject.toml |
| PyPI | datasets | (>=5.1.0,<6.0.0) | security_scanning/pyproject.toml |
| PyPI | evaluate | (>=0.4.6,<0.5.0) | security_scanning/pyproject.toml |
| PyPI | mpmath | (>=1.3.0) | security_scanning/pyproject.toml |
| PyPI | click | (>=8.4.2) | security_scanning/pyproject.toml |
| PyPI | click-option-group | (>=0.5.3) | security_scanning/pyproject.toml |
| PyPI | aenum | (>=3.1.17,<4.0.0) | security_scanning/pyproject.toml |
| PyPI | pyzmq | (>=27.2.0,<28.0.0) | security_scanning/pyproject.toml |
| PyPI | fastapi | (>=0.136.3,<0.140.0) | security_scanning/pyproject.toml |
| PyPI | starlette | (>=1.3.1) | security_scanning/pyproject.toml |
| PyPI | uvicorn | (>=0.54.0,<0.55.0) | security_scanning/pyproject.toml |
| PyPI | setuptools | (<80) | security_scanning/pyproject.toml |
| PyPI | packaging | (>=24.2) | security_scanning/pyproject.toml |
| PyPI | ordered-set | (>=4.1.0,<5.0.0) | security_scanning/pyproject.toml |
| PyPI | peft | (>=0.18.1,<0.19.0) | security_scanning/pyproject.toml |
| PyPI | patchelf | (>=0.19.1.0,<0.20.0.0) | security_scanning/pyproject.toml |
| PyPI | einops | (>=0.8.2,<0.9.0) | security_scanning/pyproject.toml |
| PyPI | fla-core | (==0.5.2) | security_scanning/pyproject.toml |
| PyPI | flashinfer-python | (==0.6.18) | security_scanning/pyproject.toml |
| PyPI | xgrammar | (==0.1.32) | security_scanning/pyproject.toml |
| PyPI | llguidance | (==0.7.29) | security_scanning/pyproject.toml |
| PyPI | jsonschema | (>=4.26.0,<5.0.0) | security_scanning/pyproject.toml |
| PyPI | backoff | (>=2.2.1,<3.0.0) | security_scanning/pyproject.toml |
| PyPI | nvtx | (>=0.2.16,<0.3.0) | security_scanning/pyproject.toml |
| PyPI | meson | (>=1.12.1,<2.0.0) | security_scanning/pyproject.toml |
| PyPI | ninja | (>=1.13.2,<2.0.0) | security_scanning/pyproject.toml |
| PyPI | soundfile | (>=0.14.0,<0.15.0) | security_scanning/pyproject.toml |
| PyPI | triton | (==3.8.0) | security_scanning/pyproject.toml |
| PyPI | tiktoken | (>=0.14.0,<0.15.0) | security_scanning/pyproject.toml |
| PyPI | blobfile | (>=3.3.0,<4.0.0) | security_scanning/pyproject.toml |
| PyPI | openai-harmony | (==0.0.4) | security_scanning/pyproject.toml |
| PyPI | nvidia-cutlass-dsl | (==4.8.0) | security_scanning/pyproject.toml |
| PyPI | nvidia-matmul-heuristics | (==0.1.0.27) | security_scanning/pyproject.toml |
| PyPI | quack-kernels | (==0.5.0) | security_scanning/pyproject.toml |
| PyPI | jinja2 | (>=3.1.6,<4.0.0) | security_scanning/pyproject.toml |
| PyPI | plotly | (>=7.1.0,<8.0.0) | security_scanning/pyproject.toml |
| PyPI | partial-json-parser | (>=0.2.1.1.post7,<0.3.0.0) | security_scanning/pyproject.toml |
| PyPI | mcp | (>=1.23.0,<2.0.0) | security_scanning/pyproject.toml |
| PyPI | torch-c-dlpack-ext | (==0.1.3) | security_scanning/pyproject.toml |
| PyPI | flash-attn-4 | (==4.0.0b19) | security_scanning/pyproject.toml |
| PyPI | mistral-common | (>=1.10.0) | security_scanning/pyproject.toml |
| PyPI | torchao | (>=0.14.1,<0.16.0) | security_scanning/pyproject.toml |
| PyPI | cuda-core | (>=1.2.2,<2.0.0) | security_scanning/pyproject.toml |
| PyPI | cuda-tile | (>=1.0.1) | security_scanning/pyproject.toml |
| PyPI | nvidia-cuda-tileiras | (>=13.1,<13.2) | security_scanning/pyproject.toml |
| PyPI | etcd-sdk-python | (==0.0.7) | security_scanning/pyproject.toml |
| PyPI | grpcio | (>=1.67.1,<2) | security_scanning/pyproject.toml |
| PyPI | protobuf | (>=6.30.2,<7) | security_scanning/pyproject.toml |
| PyPI | python-multipart | (>=0.0.32,<0.0.33) | security_scanning/pyproject.toml |
| PyPI | cache-dit | (>=1.3.5) | security_scanning/pyproject.toml |
| PyPI | msgpack | (>=1.2.3,<2.0.0) | security_scanning/pyproject.toml |
| PyPI | uvloop | (>=0.19.0,<0.23.0) | security_scanning/pyproject.toml |
| PyPI | mooncake-transfer-engine-cuda13 | (==0.3.13) | security_scanning/pyproject.toml |
Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 114 paquetes directos y 198 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.
| Registro | Paquete | Versión | Relación |
|---|---|---|---|
| PyPI | accelerate | — | directa |
| PyPI | aenum | — | directa |
| PyPI | anyio | — | directa |
| PyPI | anyio | 4.13.0 | directa |
| PyPI | anyio | 4.14.2 | directa |
| PyPI | backoff | — | directa |
| PyPI | blobfile | — | directa |
| PyPI | build | — | directa |
| PyPI | cache-dit | — | directa |
| PyPI | claude-agent-sdk | 0.2.162 | directa |
| PyPI | click | — | directa |
| PyPI | click | 8.3.3 | directa |
| PyPI | click | 8.4.2 | directa |
| PyPI | click-option-group | — | directa |
| PyPI | colored | — | directa |
| PyPI | cuda-core | — | directa |
| PyPI | cuda-python | — | directa |
| PyPI | cuda-tile | — | directa |
| PyPI | datasets | — | directa |
| PyPI | datasets | 3.1.0 | directa |
| PyPI | diffusers | — | directa |
| PyPI | diffusers | 0.40.0 | directa |
| PyPI | einops | — | directa |
| PyPI | etcd-sdk-python | 0.0.7 | directa |
| PyPI | evaluate | — | directa |
| PyPI | fastapi | — | directa |
| PyPI | fla-core | 0.5.2 | directa |
| PyPI | flash-attn-4 | 4.0.0b19 | directa |
| PyPI | flashinfer-python | 0.6.18 | directa |
| PyPI | ftfy | — | directa |
| PyPI | graphviz | — | directa |
| PyPI | grpcio | — | directa |
| PyPI | grpcio | 1.67.1 | directa |
| PyPI | h5py | — | directa |
| PyPI | h5py | 3.12.1 | directa |
| PyPI | jinja2 | — | directa |
| PyPI | jsonschema | — | directa |
| PyPI | jsonschema | 4.26.0 | directa |
| PyPI | lark | — | directa |
| PyPI | lazy-loader | — | directa |
| PyPI | llguidance | 0.7.29 | directa |
| PyPI | mcp | — | directa |
| PyPI | mcp | 1.27.1 | directa |
| PyPI | meson | — | directa |
| PyPI | mistral-common | — | directa |
| PyPI | mooncake-transfer-engine-cuda13 | 0.3.13 | directa |
| PyPI | mpi4py | — | directa |
| PyPI | mpmath | — | directa |
| PyPI | mpmath | 1.3.0 | directa |
| PyPI | msgpack | — | directa |
| PyPI | msgspec | — | directa |
| PyPI | nccl4py | — | directa |
| PyPI | ninja | — | directa |
| PyPI | numpy | — | directa |
| PyPI | numpy | 2.4.6 | directa |
| PyPI | numpy | 2.5.1 | directa |
| PyPI | nvidia-cuda-tileiras | — | directa |
| PyPI | nvidia-cutlass-dsl | 4.8.0 | directa |
| PyPI | nvidia-matmul-heuristics | 0.1.0.27 | directa |
| PyPI | nvidia-ml-py | — | directa |
| PyPI | nvidia-nccl-cu13 | — | directa |
| PyPI | nvtx | — | directa |
| PyPI | omegaconf | — | directa |
| PyPI | openai | — | directa |
| PyPI | openai | 2.36.0 | directa |
| PyPI | openai-codex | 0.154.0 | directa |
| PyPI | openai-harmony | 0.0.4 | directa |
| PyPI | optimum | — | directa |
| PyPI | ordered-set | — | directa |
| PyPI | packaging | — | directa |
| PyPI | packaging | 26.2 | directa |
| PyPI | partial-json-parser | — | directa |
| PyPI | patchelf | — | directa |
| PyPI | peft | — | directa |
| PyPI | plotly | — | directa |
| PyPI | polygraphy | — | directa |
| PyPI | prometheus-client | — | directa |
| PyPI | prometheus-fastapi-instrumentator | — | directa |
| PyPI | protobuf | — | directa |
| PyPI | protobuf | 5.27.2 | directa |
| PyPI | protobuf | 7.35.1 | directa |
| PyPI | psutil | — | directa |
| PyPI | pydantic | — | directa |
| PyPI | pydantic | 2.13.4 | directa |
| PyPI | pynvvideocodec | — | directa |
| PyPI | python-multipart | — | directa |
| PyPI | python-multipart | 0.0.28 | directa |
| PyPI | pyyaml | — | directa |
| PyPI | pyyaml | 6.0.3 | directa |
| PyPI | pyzmq | — | directa |
| PyPI | quack-kernels | 0.5.0 | directa |
| PyPI | rich | — | directa |
| PyPI | rich | 15.0.0 | directa |
| PyPI | safetensors | — | directa |
| PyPI | sentencepiece | — | directa |
| PyPI | setuptools | — | directa |
| PyPI | setuptools | 84.0.0 | directa |
| PyPI | soundfile | — | directa |
| PyPI | starlette | — | directa |
| PyPI | starlette | 1.0.0 | directa |
| PyPI | strenum | — | directa |
| PyPI | tiktoken | — | directa |
| PyPI | tiktoken | 0.12.0 | directa |
| PyPI | tiktoken | 0.13.0 | directa |
| PyPI | torch | — | directa |
| PyPI | torch-c-dlpack-ext | 0.1.3 | directa |
| PyPI | torchao | — | directa |
| PyPI | torchvision | — | directa |
| PyPI | transformers | 5.5.4 | directa |
| PyPI | triton | 3.8.0 | directa |
| PyPI | uvicorn | — | directa |
| PyPI | uvicorn | 0.46.0 | directa |
| PyPI | uvloop | — | directa |
| PyPI | xgrammar | 0.1.32 | directa |
| PyPI | absl-py | — | indirecta |
| PyPI | absl-py | 2.5.0 | indirecta |
| PyPI | aiohttp | 3.14.2 | indirecta |
| PyPI | aiperf | — | indirecta |
| PyPI | aiperf | 0.8.0 | indirecta |
| PyPI | annotated-doc | 0.0.4 | indirecta |
| PyPI | annotated-types | 0.7.0 | indirecta |
| PyPI | apache-tvm-ffi | 0.1.13.post2 | indirecta |
| PyPI | attrs | 26.1.0 | indirecta |
| PyPI | autodoc-pydantic | — | indirecta |
| PyPI | av | — | indirecta |
| PyPI | bandit | 1.7.7 | indirecta |
| PyPI | blake3 | — | indirecta |
| PyPI | boto3 | — | indirecta |
| PyPI | breathe | — | indirecta |
| PyPI | certifi | 2026.4.22 | indirecta |
| PyPI | certifi | 2026.6.17 | indirecta |
| PyPI | cffi | 2.0.0 | indirecta |
| PyPI | charset-normalizer | 3.4.7 | indirecta |
| PyPI | charset-normalizer | 3.4.9 | indirecta |
| PyPI | cloudpickle | — | indirecta |
| PyPI | colorama | — | indirecta |
| PyPI | colorama | 0.4.6 | indirecta |
| PyPI | cryptography | 48.0.0 | indirecta |
| PyPI | cupti-python | — | indirecta |
| PyPI | cxxfilt | — | indirecta |
| PyPI | decord | — | indirecta |
| PyPI | defusedxml | 0.7.1 | indirecta |
| PyPI | dill | 0.3.8 | indirecta |
| PyPI | distro | 1.9.0 | indirecta |
| PyPI | docstring-parser | — | indirecta |
| PyPI | emoji | — | indirecta |
| PyPI | exceptiongroup | 1.3.1 | indirecta |
| PyPI | filelock | 3.32.0 | indirecta |
| PyPI | fire | — | indirecta |
| PyPI | flash-attn | — | indirecta |
| PyPI | flash-linear-attention | 0.5.2 | indirecta |
| PyPI | flask | — | indirecta |
| PyPI | fsspec | 2024.9.0 | indirecta |
| PyPI | gdown | — | indirecta |
| PyPI | genai-perf | 0.0.13 | indirecta |
| PyPI | gitpython | — | indirecta |
| PyPI | grpcio-tools | 1.67.1 | indirecta |
| PyPI | h11 | 0.16.0 | indirecta |
| PyPI | hf-transfer | 0.1.9 | indirecta |
| PyPI | hf-xet | 1.5.2 | indirecta |
| PyPI | httpcore | 1.0.9 | indirecta |
| PyPI | httpx | — | indirecta |
| PyPI | httpx | 0.28.1 | indirecta |
| PyPI | httpx-sse | 0.4.3 | indirecta |
| PyPI | huggingface-hub | 1.24.0 | indirecta |
| PyPI | idna | 3.14 | indirecta |
| PyPI | idna | 3.18 | indirecta |
| PyPI | immutabledict | — | indirecta |
| PyPI | iniconfig | 2.3.0 | indirecta |
| PyPI | ipython | — | indirecta |
| PyPI | jieba | — | indirecta |
| PyPI | jieba | 0.42.1 | indirecta |
| PyPI | jiter | 0.14.0 | indirecta |
| PyPI | joblib | 1.5.3 | indirecta |
| PyPI | jsonlines | 4.0.0 | indirecta |
| PyPI | jsonschema-specifications | 2025.9.1 | indirecta |
| PyPI | jupyter-server | — | indirecta |
| PyPI | jupyterlab | — | indirecta |
| PyPI | langdetect | — | indirecta |
| PyPI | latex2sympy2 | — | indirecta |
| PyPI | latex2sympy2-extended | — | indirecta |
| PyPI | librosa | — | indirecta |
| PyPI | line-profiler | — | indirecta |
| PyPI | llist | — | indirecta |
| PyPI | lm-eval | 0.4.10 | indirecta |
| PyPI | lm-eval | 0.4.8 | indirecta |
| PyPI | lpips | — | indirecta |
| PyPI | mako | — | indirecta |
| PyPI | markdown-it-py | 4.2.0 | indirecta |
| PyPI | math-verify | — | indirecta |
| PyPI | matplotlib | — | indirecta |
| PyPI | mdurl | 0.1.2 | indirecta |
| PyPI | mistune | — | indirecta |
| PyPI | multidict | 6.7.1 | indirecta |
| PyPI | multiprocess | 0.70.16 | indirecta |
| PyPI | mypy | 1.19.1 | indirecta |
| PyPI | myst-parser | — | indirecta |
| PyPI | nanobind | — | indirecta |
| PyPI | nemo-toolkit | 2.0.0rc1 | indirecta |
| PyPI | nixl-cu13 | 1.4.0 | indirecta |
| PyPI | nltk | — | indirecta |
| PyPI | nltk | 3.10.0 | indirecta |
| PyPI | notebook | — | indirecta |
| PyPI | numexpr | — | indirecta |
| PyPI | numpy-typing-compat | — | indirecta |
| PyPI | nvidia-cuda-cupti | — | indirecta |
| PyPI | nvidia-cuda-nvrtc | — | indirecta |
| PyPI | nvidia-cudnn-frontend | — | indirecta |
| PyPI | nvidia-sphinx-theme | — | indirecta |
| PyPI | onnx | — | indirecta |
| PyPI | onnx-graphsurgeon | — | indirecta |
| PyPI | opentelemetry-api | — | indirecta |
| PyPI | opentelemetry-exporter-otlp | — | indirecta |
| PyPI | opentelemetry-sdk | — | indirecta |
| PyPI | opentelemetry-semantic-conventions-ai | — | indirecta |
| PyPI | oyaml | — | indirecta |
| PyPI | pandas | — | indirecta |
| PyPI | pandas | 3.0.3 | indirecta |
| PyPI | parameterized | — | indirecta |
| PyPI | pillow | — | indirecta |
| PyPI | pip | — | indirecta |
| PyPI | pluggy | 1.6.0 | indirecta |
| PyPI | poetry-core | — | indirecta |
| PyPI | pre-commit | — | indirecta |
| PyPI | propcache | 0.5.2 | indirecta |
| PyPI | pulp | — | indirecta |
| PyPI | pyarrow | 25.0.0 | indirecta |
| PyPI | pybind11 | — | indirecta |
| PyPI | pybind11-stubgen | — | indirecta |
| PyPI | pycparser | 3.0 | indirecta |
| PyPI | pydantic-core | 2.46.4 | indirecta |
| PyPI | pydantic-settings | — | indirecta |
| PyPI | pydantic-settings | 2.14.1 | indirecta |
| PyPI | pygit2 | — | indirecta |
| PyPI | pygments | — | indirecta |
| PyPI | pygments | 2.20.0 | indirecta |
| PyPI | pyjwt | 2.12.1 | indirecta |
| PyPI | pymupdf | — | indirecta |
| PyPI | pytest | — | indirecta |
| PyPI | pytest | 7.2.2 | indirecta |
| PyPI | pytest | 9.0.3 | indirecta |
| PyPI | pytest-asyncio | — | indirecta |
| PyPI | pytest-cov | — | indirecta |
| PyPI | pytest-cpp | 2.3.0 | indirecta |
| PyPI | pytest-csv | — | indirecta |
| PyPI | pytest-env | — | indirecta |
| PyPI | pytest-forked | — | indirecta |
| PyPI | pytest-mock | — | indirecta |
| PyPI | pytest-rerunfailures | — | indirecta |
| PyPI | pytest-split | — | indirecta |
| PyPI | pytest-threadleak | — | indirecta |
| PyPI | pytest-timeout | — | indirecta |
| PyPI | pytest-unused-fixtures | — | indirecta |
| PyPI | pytest-xdist | — | indirecta |
| PyPI | pytest-xdist | 3.2.1 | indirecta |
| PyPI | python-dotenv | 1.2.2 | indirecta |
| PyPI | pytz | 2026.2 | indirecta |
| PyPI | pywin32 | 311 | indirecta |
| PyPI | rapidfuzz | — | indirecta |
| PyPI | rapidfuzz | 3.14.5 | indirecta |
| PyPI | ray | — | indirecta |
| PyPI | referencing | 0.37.0 | indirecta |
| PyPI | regex | — | indirecta |
| PyPI | regex | 2026.5.9 | indirecta |
| PyPI | regex | 2026.7.19 | indirecta |
| PyPI | requests | — | indirecta |
| PyPI | requests | 2.34.0 | indirecta |
| PyPI | rouge | — | indirecta |
| PyPI | rouge | 1.0.1 | indirecta |
| PyPI | rouge-score | — | indirecta |
| PyPI | rouge-score | 0.1.2 | indirecta |
| PyPI | rpds-py | 0.30.0 | indirecta |
| PyPI | ruff | 0.9.4 | indirecta |
| PyPI | scipy | — | indirecta |
| PyPI | shellingham | 1.5.4 | indirecta |
| PyPI | smg-grpc-proto | — | indirecta |
| PyPI | sniffio | 1.3.1 | indirecta |
| PyPI | soupsieve | — | indirecta |
| PyPI | spacy | — | indirecta |
| PyPI | sphinx | — | indirecta |
| PyPI | sphinx-argparse | — | indirecta |
| PyPI | sphinx-click | — | indirecta |
| PyPI | sphinx-copybutton | — | indirecta |
| PyPI | sphinx-togglebutton | — | indirecta |
| PyPI | sphinxcontrib-mermaid | — | indirecta |
| PyPI | sse-starlette | 3.4.4 | indirecta |
| PyPI | syllapy | — | indirecta |
| PyPI | sympy | — | indirecta |
| PyPI | tabulate | — | indirecta |
| PyPI | tavily-python | 0.7.24 | indirecta |
| PyPI | tavilymcp | 0.1.0 | indirecta |
| PyPI | tensorrt-llm | — | indirecta |
| PyPI | timm | — | indirecta |
| PyPI | tomli | 2.4.1 | indirecta |
| PyPI | tornado | — | indirecta |
| PyPI | tqdm | 4.67.3 | indirecta |
| PyPI | tqdm | 4.69.0 | indirecta |
| PyPI | transformers-stream-generator | 0.0.4 | indirecta |
| PyPI | tritonclient | — | indirecta |
| PyPI | trtllm-sbom | 0.1.0 | indirecta |
| PyPI | typeguard | 4.4.4 | indirecta |
| PyPI | typer | 0.25.1 | indirecta |
| PyPI | typing-extensions | 4.15.0 | indirecta |
| PyPI | typing-inspection | 0.4.2 | indirecta |
| PyPI | tzdata | 2026.3 | indirecta |
| PyPI | urllib3 | — | indirecta |
| PyPI | urllib3 | 2.7.0 | indirecta |
| PyPI | uv-build | — | indirecta |
| PyPI | word2number | — | indirecta |
| PyPI | wordllama | — | indirecta |
| PyPI | xxhash | 3.8.1 | indirecta |
| PyPI | yarl | 1.24.5 | indirecta |
Este repositorio no publica ningún paquete que el índice resuelva, así que se evaluó su propio grafo de dependencias — 134 paquetes, que incluyen también fijaciones de desarrollo y prueba que nunca se distribuyen: 20 tienen avisos conocidos, de los cuales 7 son directas. 178 no pudieron evaluarse: sin versión resuelta, ecosistema no admitido, o fuera de la lista de paquetes informada.
| Paquete | Versión | Relación | Gravedad | Avisos | Corregido en |
|---|---|---|---|---|---|
| anyio | 4.13.0 | directa | crítica | 4 | 4.14.2 |
| nltk | 3.10.0 | indirecta | crítica | 40 | 3.10.3 |
| pyjwt | 2.12.1 | indirecta | crítica | 29 | 2.15.0 |
| mcp | 1.27.1 | directa | alta | 7 | 2.2.0 |
| protobuf | 5.27.2 | directa | alta | 4 | 6.33.5 |
| python-multipart | 0.0.28 | directa | alta | 8 | 0.0.31 |
| starlette | 1.0.0 | directa | alta | 10 | 1.3.1 |
| transformers | 5.5.4 | directa | alta | 4 | 5.10.0 |
| aiohttp | 3.14.2 | indirecta | alta | 10 | 3.14.4 |
| certifi | 2026.4.22 | indirecta | alta | 2 | 2026.10.19 |
| certifi | 2026.6.17 | indirecta | alta | 2 | 2026.10.19 |
| cryptography | 48.0.0 | indirecta | alta | 7 | 50.0.0 |
| fsspec | 2024.9.0 | indirecta | alta | 2 | 2026.6.0 |
| nemo-toolkit | 2.0.0rc1 | indirecta | alta | 8 | 2.6.2 |
| urllib3 | 2.7.0 | indirecta | alta | 6 | 2.8.0 |
| datasets | 3.1.0 | directa | moderada | 2 | 5.0.1 |
| idna | 3.14 | indirecta | moderada | 2 | 3.15 |
| multidict | 6.7.1 | indirecta | moderada | 2 | 6.9.1 |
| pydantic-settings | 2.14.1 | indirecta | moderada | 1 | 2.14.2 |
| pytest | 7.2.2 | indirecta | moderada | 2 | 9.0.3 |
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.
¿Algo no cuadra en este informe, o hay ideas que compartir? Mediciones erróneas, herramientas no detectadas, ideas, preguntas: todo es bienvenido. Cada mensaje se lee y recibe respuesta.
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 v2.10.0, esquema v0.34.0 — metodología completa · wiki de métricas.
Cómo se sitúa un resultado dentro del registro general: estadísticas agregadas — PyPI.