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Hugging Face

The AI community building the future with open-source machine learning models, datasets, and applications.

6 APIs 3 Capabilities 7 Features

APIs

Hugging Face Inference API

Run inference on 200,000+ machine learning models with a simple HTTP request.

Hugging Face Hub API

Programmatically interact with the Hugging Face Hub - manage models, datasets, and spaces.

Hugging Face Inference Endpoints API

Deploy and scale machine learning models with dedicated, secure infrastructure.

Hugging Face Inference Providers API

Unified proxy layer providing access to 15+ inference partners through a single OpenAI-compatible endpoint.

Hugging Face Dataset Viewer API

Query and visualize datasets stored on the Hugging Face Hub through a lightweight REST API.

Hugging Face Text Generation Inference API

High-performance toolkit for deploying and serving large language models with optimized inference.

Capabilities

Hugging Face Deployment and Operations

Unified workflow for deploying, scaling, and operating ML model inference endpoints on dedicated infrastructure. Combines Inference Endpoints management with TGI server monitori...

Run with Naftiko

Hugging Face Hub and Data Management

Unified workflow for managing models, datasets, and spaces on the Hugging Face Hub, and exploring dataset contents via the Dataset Viewer. Used by ML engineers, data scientists,...

Run with Naftiko

Hugging Face Model Inference

Unified workflow for running AI/ML inference across Hugging Face APIs, combining the Inference API, Inference Providers, and Text Generation Inference for NLP, vision, audio, an...

Run with Naftiko

Features

Model Inference

Run inference on 200,000+ ML models with a simple HTTP request across NLP, vision, audio, and multimodal tasks.

Hub Repository Management

Programmatically manage models, datasets, and spaces including creation, versioning, and access control.

Dedicated Endpoints

Deploy models on dedicated infrastructure with autoscaling, custom hardware, and private networking.

Multi-Provider Routing

Unified OpenAI-compatible API routing to 15+ inference providers with automatic model selection.

Dataset Exploration

Query, search, filter, and visualize datasets without downloading via the Dataset Viewer API.

Text Generation Inference

High-performance LLM serving with streaming, tool calling, structured output, and grammar constraints.

OpenAI Compatibility

Drop-in replacement for OpenAI API with chat completions, embeddings, and image generation endpoints.

Use Cases

ML Model Prototyping

Rapidly prototype AI applications by running inference on pre-trained models without infrastructure setup.

Production ML Deployment

Deploy and scale ML models for production workloads with dedicated endpoints and autoscaling.

Dataset Curation

Explore, validate, and curate ML datasets programmatically for training pipeline automation.

AI Application Development

Build AI-powered applications using unified inference APIs with multi-provider routing.

Model Benchmarking

Compare model performance across providers and hardware configurations for optimization.

Integrations

AWS

Deploy inference endpoints on AWS with SageMaker integration and GPU instances.

Google Cloud

Route inference to Google Cloud TPUs and GPUs through the providers API.

Azure

Deploy models on Azure infrastructure with managed endpoint support.

LangChain

Use Hugging Face models as LangChain LLM and embedding providers.

Gradio

Build interactive ML demos with Gradio and deploy as Hugging Face Spaces.

Semantic Vocabularies

Hugging Face Context

4 classes · 15 properties

JSON-LD

Hugging Face Dataset Viewer Context

0 classes · 0 properties

JSON-LD

Hugging Face Hub Context

0 classes · 0 properties

JSON-LD

Hugging Face Inference Context

0 classes · 0 properties

JSON-LD

Hugging Face Inference Endpoints Context

0 classes · 0 properties

JSON-LD

Hugging Face Inference Providers Context

0 classes · 0 properties

JSON-LD

Hugging Face Text Generation Inference Context

0 classes · 0 properties

JSON-LD

API Governance Rules

Hugging Face API Rules

7 rules · 7 errors

SPECTRAL

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