Hub documentation
Ejemplos de widgets
Inicio de sesión único (SSO) Registros de auditoría Regiones de almacenamiento Data Studio para conjuntos de datos privados Grupos de recursos (control de acceso) Opciones avanzadas de cómputo Seguridad avanzada Gestión de tokens Cuentas de servicio Analítica de editor Colecciones de grupos de enmascarado Seguridad de la red Descargas de analíticas Límites de tasa Artículos del blog
Plan PRO Repositorios Introducción a los repositorios Configuración del repositorio Límites de almacenamiento Backend de almacenamiento (Xet) Caché local Pull Requests y Discusiones Notificaciones Colecciones Webhooks GitHub Actions Notebooks Próximos pasos Licencias
Modelos El Model Hub Tarjetas de modelos Resultados de evaluación Datos del ranking Modelos con acceso restringido Carga de modelos Descarga de modelos Bibliotecas integradas Widgets de modelos Inferencia de modelos Estadísticas de descargas de modelos Lista de verificación para la publicación de un modelo Hardware Aplicaciones locales Preguntas frecuentes Temas avanzados
Conjuntos de datos Resumen de conjuntos de datos Tarjetas de conjuntos de datos Conjuntos de datos con acceso restringido Carga de conjuntos de datos Carga de conjuntos de datos (para LLM) Descarga de conjuntos de datos Conjuntos de datos en streaming Bibliotecas integradas Data Studio Trazas de agentes Estadísticas de descargas de conjuntos de datos
Spaces Resumen de Spaces Mejoras de GPU en Spaces Spaces ZeroGPU Modo de desarrollo de Spaces Uso del disco y almacenamiento de Spaces Espacios Dominio personalizado Spaces como servidores MCP Spaces como herramientas de agentes Spaces como puntos finales de API Gradio Spaces Espacios de Streamlit Espacios HTML estáticos Espacios de Docker Incorpora tu Space Ejecutar Spaces con Docker Referencia de configuración de Spaces Botón Iniciar sesión con HF Espacios destacados Registro de cambios de Spaces Temas avanzados
Baldes de almacenamiento new Imágenes de contenedor new Jobs Resumen de trabajos Introducción Precios y facturación Gestionar trabajos Configuración Uso de imágenes de Docker Servir modelos Entrenar modelos Ejemplos y tutoriales Procesar conjuntos de datos grandes Programar trabajos Automatización de Webhooks Referencia
Agentes Resumen de agentes Hugging Face CLI para agentes de IA Servidor MCP de Hugging Face Hugging Face Agent Skills Creación de agentes con el SDK de HF Agentes locales con llama.cpp Bibliotecas de agentes Formato de trazas de sesión
Otros Ejemplos de widgets
Tenga en cuenta que cada ejemplo de widget también puede describir opcionalmente la salida correspondiente del modelo, directamente en la propiedad output. Consulte la especificación para más detalles.
Procesamiento del Lenguaje Natural
Fill-Mask
widget:
- text: "Paris is the <mask> of France."
example_title: "Capital"
- text: "The goal of life is <mask>."
example_title: "Philosophy"Question Answering
widget:
- text: "What's my name?"
context: "My name is Clara and I live in Berkeley."
example_title: "Name"
- text: "Where do I live?"
context: "My name is Sarah and I live in London"
example_title: "Location"Resumen
widget:
- text: "The tower is 324 metres (1,063 ft) tall, about the same height as an 81-storey building, and the tallest structure in Paris. Its base is square, measuring 125 metres (410 ft) on each side. During its construction, the Eiffel Tower surpassed the Washington Monument to become the tallest man-made structure in the world, a title it held for 41 years until the Chrysler Building in New York City was finished in 1930. It was the first structure to reach a height of 300 metres. Due to the addition of a broadcasting aerial at the top of the tower in 1957, it is now taller than the Chrysler Building by 5.2 metres (17 ft). Excluding transmitters, the Eiffel Tower is the second tallest free-standing structure in France after the Millau Viaduct."
example_title: "Eiffel Tower"
- text: "Laika, a dog that was the first living creature to be launched into Earth orbit, on board the Soviet artificial satellite Sputnik 2, on November 3, 1957. It was always understood that Laika would not survive the mission, but her actual fate was misrepresented for decades. Laika was a small (13 pounds [6 kg]), even-tempered, mixed-breed dog about two years of age. She was one of a number of stray dogs that were taken into the Soviet spaceflight program after being rescued from the streets. Only female dogs were used because they were considered to be anatomically better suited than males for close confinement."
example_title: "First in Space"Preguntas y respuestas sobre tablas
widget:
- text: "How many stars does the transformers repository have?"
table:
Repository:
- "Transformers"
- "Datasets"
- "Tokenizers"
Stars:
- 36542
- 4512
- 3934
Contributors:
- 651
- 77
- 34
Programming language:
- "Python"
- "Python"
- "Rust, Python and NodeJS"
example_title: "Github stars"Clasificación de texto
widget:
- text: "I love football so much"
example_title: "Positive"
- text: "I don't really like this type of food"
example_title: "Negative"Generación de texto
widget:
- text: "My name is Julien and I like to"
example_title: "Julien"
- text: "My name is Merve and my favorite"
example_title: "Merve"Generación de texto a texto
widget:
- text: "My name is Julien and I like to"
example_title: "Julien"
- text: "My name is Merve and my favorite"
example_title: "Merve"Clasificación de tokens
widget:
- text: "My name is Sylvain and I live in Paris"
example_title: "Parisian"
- text: "My name is Sarah and I live in London"
example_title: "Londoner"Traducción
widget:
- text: "My name is Sylvain and I live in Paris"
example_title: "Parisian"
- text: "My name is Sarah and I live in London"
example_title: "Londoner"Clasificación Zero-Shot
widget:
- text: "I have a problem with my car that needs to be resolved asap!!"
candidate_labels: "urgent, not urgent, phone, tablet, computer"
multi_class: true
example_title: "Car problem"
- text: "Last week I upgraded my iOS version and ever since then my phone has been overheating whenever I use your app."
candidate_labels: "mobile, website, billing, account access"
multi_class: false
example_title: "Phone issue"Similitud de oraciones
widget:
- source_sentence: "That is a happy person"
sentences:
- "That is a happy dog"
- "That is a very happy person"
- "Today is a sunny day"
example_title: "Happy"Conversacional
widget:
- text: "Hey my name is Julien! How are you?"
example_title: "Julien"
- text: "Hey my name is Clara! How are you?"
example_title: "Clara"Extracción de características
widget:
- text: "My name is Sylvain and I live in Paris"
example_title: "Parisian"
- text: "My name is Sarah and I live in London"
example_title: "Londoner"Audio
Texto a voz
widget:
- text: "My name is Sylvain and I live in Paris"
example_title: "Parisian"
- text: "My name is Sarah and I live in London"
example_title: "Londoner"Reconocimiento automático del habla
widget:
- src: https://cdn-media.huggingface.co/speech_samples/sample1.flac
example_title: Librispeech sample 1
- src: https://cdn-media.huggingface.co/speech_samples/sample2.flac
example_title: Librispeech sample 2Audio a Audio
widget:
- src: https://cdn-media.huggingface.co/speech_samples/sample1.flac
example_title: Librispeech sample 1
- src: https://cdn-media.huggingface.co/speech_samples/sample2.flac
example_title: Librispeech sample 2Clasificación de audio
widget:
- src: https://cdn-media.huggingface.co/speech_samples/sample1.flac
example_title: Librispeech sample 1
- src: https://cdn-media.huggingface.co/speech_samples/sample2.flac
example_title: Librispeech sample 2Detección de actividad de voz
widget:
- src: https://cdn-media.huggingface.co/speech_samples/sample1.flac
example_title: Librispeech sample 1
- src: https://cdn-media.huggingface.co/speech_samples/sample2.flac
example_title: Librispeech sample 2Visión por computador
Clasificación de imágenes
widget:
- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/tiger.jpg
example_title: Tiger
- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/teapot.jpg
example_title: TeapotDetección de objetos
widget:
- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/football-match.jpg
example_title: Football Match
- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/airport.jpg
example_title: AirportSegmentación de imágenes
widget:
- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/football-match.jpg
example_title: Football Match
- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/airport.jpg
example_title: AirportImagen a imagen
widget:
- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/canny-edge.jpg
prompt: Girl with Pearl Earring # `prompt` field is optional in case the underlying model supports text guidanceImagen a video
widget:
- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/canny-edge.jpg
prompt: Girl with Pearl Earring # `prompt` field is optional in case the underlying model supports text guidanceTexto a imagen
widget:
- text: "A cat playing with a ball"
example_title: "Cat"
- text: "A dog jumping over a fence"
example_title: "Dog"Document Question Answering
widget:
- text: "What is the invoice number?"
src: "https://huggingface.co/spaces/impira/docquery/resolve/2359223c1837a7587402bda0f2643382a6eefeab/invoice.png"
- text: "What is the purchase amount?"
src: "https://huggingface.co/spaces/impira/docquery/resolve/2359223c1837a7587402bda0f2643382a6eefeab/contract.jpeg"Visual Question Answering
widget:
- text: "What animal is it?"
src: "https://huggingface.co/datasets/mishig/sample_images/resolve/main/tiger.jpg"
- text: "Where is it?"
src: "https://huggingface.co/datasets/mishig/sample_images/resolve/main/palace.jpg"Clasificación de imágenes sin ejemplos
widget:
- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/cat-dog-music.png
candidate_labels: playing music, playing sports
example_title: Cat & DogOtros
Clasificación de datos estructurados
widget:
- structured_data:
fixed_acidity:
- 7.4
- 7.8
- 10.3
volatile_acidity:
- 0.7
- 0.88
- 0.32
citric_acid:
- 0
- 0
- 0.45
residual_sugar:
- 1.9
- 2.6
- 6.4
chlorides:
- 0.076
- 0.098
- 0.073
free_sulfur_dioxide:
- 11
- 25
- 5
total_sulfur_dioxide:
- 34
- 67
- 13
density:
- 0.9978
- 0.9968
- 0.9976
pH:
- 3.51
- 3.2
- 3.23
sulphates:
- 0.56
- 0.68
- 0.82
alcohol:
- 9.4
- 9.8
- 12.6
example_title: "Wine"