Hugging Face

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

Hugging Face publishes 21 APIs on the APIs.io network, including Audio API, Chat API, Chat Completions API, and 18 more.

The Hugging Face catalog on APIs.io includes 7 JSON-LD contexts and 2 Spectral governance rulesets.

Hugging Face’s developer surface includes authentication, developer portal, documentation, getting-started guide, pricing, engineering blog, changelog, and 49 more developer resources.

🌐 Visit website 📡 Source on GitHub

61.0/100 strong ▬ flat Agent 38/100 agent ready open core · Apache-2.0 Full breakdown ↓
scored 2026-09-08 · rubric v0.20.0

AccessFreemiumSelf serve⚡ Free to try

6 APIs 1 MCP Servers 16 Agent Skills 7 Features 5 Use Cases

Kin Score

Kin Score How this is scored →
scored 2026-09-08 · rubric v0.20.0

Composite quality — 61.0/100 · strong

Contract Quality 13.7 / 20

Developer Ergonomics 13.1 / 16

Access Clarity 8.6 / 16

Operational Transparency 4.6 / 10

Contract Governance 1.3 / 10

Discoverability 4.6 / 8

Open Source Surface 10.0 / 10

Create-or-Update Ergonomics 0.0 / 10

Agent readiness — 38/100 · agent ready

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 0 / 6

MCP Server 12 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 8 / 8

Request/Response Examples 7 / 7

Rate-Limit Signaling 7 / 7

Typed Event Surface 0 / 6

Agent Skills 5 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Open Source Surface applies to this provider. This product is open source and we read its repository directly, so Open Source Surface carries 10 points of the composite. It is scored from what the repository actually publishes — a security policy, a contribution guide, a release history, a code of conduct — read live from the provider rather than inferred from our own catalog pointers. This facet adds; nothing was taken away to make room for it. An open-source project is not excused from the commercial facets, because exemption would strip it of the points it does earn. If we have the wrong repository, or this product is not open source, say so on your provider repo and we will drop the facet rather than have you publish against it.

Create-or-Update Ergonomics applies to this provider. This API accepts writes, so it carries 10 points of the composite. It is scored from the published contracts themselves: whether a caller can create-or-update in one call, whether the write accepts a key the caller already holds, and whether the response says which branch ran. Without that, every write needs a search-and-branch in front of it, and the first time that check is skipped a duplicate record is created. Scored against the observed mean rather than raw — a provider at the catalog average is unchanged by this facet, not penalised by it.

The six quality facets above are damped to 80 points between them, because the conditional facet above carries the other 20. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 80% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from github.com/api-evangelist/hugging-face: open an issue to ask a question, or submit a pull request to add artifacts. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

APIs 21

Individual APIs this provider publishes, each with its own machine-readable definition.

Hugging Face Audio API

Speech recognition, audio classification, and text-to-speech tasks

Hugging Face Chat API

OpenAI-compatible chat completion endpoints

Hugging Face Chat Completions API

OpenAI-compatible chat completion endpoints

Hugging Face Computer Vision API

Image classification, object detection, and segmentation tasks

Hugging Face Data Access API

Row-level data access and preview endpoints

Hugging Face Dataset Info API

Dataset validity and structure endpoints

Hugging Face Datasets API

Operations for managing and querying datasets on the Hub

Hugging Face Embeddings API

Text embedding endpoints

Hugging Face Endpoints API

Manage dedicated inference endpoints

Hugging Face Files & Metadata API

Parquet files, size, statistics, and metadata

Hugging Face Image Generation API

Text-to-image generation

Hugging Face Info API

Server and model information

Hugging Face Models API

Operations for managing and querying models on the Hub

Hugging Face Multimodal API

Tasks involving multiple modalities

Hugging Face Natural Language Processing API

NLP tasks including text generation, classification, and translation

Hugging Face Providers API

Available cloud providers and hardware

Hugging Face Repos API

General repository management operations

Hugging Face Search & Filter API

Search and filter dataset contents

Hugging Face Spaces API

Operations for managing and querying Spaces on the Hub

Hugging Face Text Generation API

Text generation endpoints

Hugging Face Users API

User account and organization management

Scroll for all 21

Postman Collections 6

Ready-to-run Postman collections for exercising this provider's APIs.

Hugging Face Dataset Viewer API

POSTMAN

Hugging Face Hub API

POSTMAN

Hugging Face Inference API

POSTMAN

Hugging Face Inference Endpoints API

POSTMAN

Hugging Face Inference Providers API

POSTMAN

Hugging Face Text Generation Inference API

POSTMAN

Open Collections 28

Open, tool-agnostic API collections (OpenAPI-derived and Bruno).

API Collection

OPEN COLLECTION

Hugging Face Dataset Viewer Audio API

OPEN COLLECTION

Hugging Face Dataset Viewer Audio Chat API

OPEN COLLECTION

Hugging Face Dataset Viewer Audio Chat Completions API

OPEN COLLECTION

Hugging Face Dataset Viewer Audio Computer Vision API

OPEN COLLECTION

Hugging Face Dataset Viewer Audio Data Access API

OPEN COLLECTION

Hugging Face Dataset Viewer Audio Dataset Info API

OPEN COLLECTION

Hugging Face Dataset Viewer API

OPEN COLLECTION

Hugging Face Dataset Viewer Audio Datasets API

OPEN COLLECTION

Hugging Face Dataset Viewer Audio Embeddings API

OPEN COLLECTION

Hugging Face Dataset Viewer Audio Endpoints API

OPEN COLLECTION

Hugging Face Dataset Viewer Audio Files & Metadata API

OPEN COLLECTION

Hugging Face Hub API

OPEN COLLECTION

Hugging Face Dataset Viewer Audio Image Generation API

OPEN COLLECTION

Hugging Face Inference API

OPEN COLLECTION

Hugging Face Inference Endpoints API

OPEN COLLECTION

Hugging Face Inference Providers API

OPEN COLLECTION

Hugging Face Dataset Viewer Audio Info API

OPEN COLLECTION

Hugging Face Dataset Viewer Audio Models API

OPEN COLLECTION

Hugging Face Dataset Viewer Audio Multimodal API

OPEN COLLECTION

Hugging Face Dataset Viewer Audio Natural Language Processing API

OPEN COLLECTION

Hugging Face Dataset Viewer Audio Providers API

OPEN COLLECTION

Hugging Face Dataset Viewer Audio Repos API

OPEN COLLECTION

Hugging Face Dataset Viewer Audio Search & Filter API

OPEN COLLECTION

Hugging Face Dataset Viewer Audio Spaces API

OPEN COLLECTION

Hugging Face Dataset Viewer Audio Text Generation API

OPEN COLLECTION

Hugging Face Text Generation Inference API

OPEN COLLECTION

Hugging Face Dataset Viewer Audio Users API

OPEN COLLECTION

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Arazzo Workflows 14

Multi-step API workflows described with the Arazzo specification.

Hugging Face Chat Completion with Model Discovery

Discover an available router model, confirm it exists, then run an OpenAI-compatible chat completion.

ARAZZO

Hugging Face Create Repository and Configure

Identify the authenticated user, create a new repository, then set its visibility and gating.

ARAZZO

Hugging Face Dataset Filter Rows

Confirm a dataset supports filtering, resolve its split, then apply a SQL-like filter.

ARAZZO

Hugging Face Dataset Search and Statistics

Resolve a dataset split, full-text search within it, then pull column statistics.

ARAZZO

Hugging Face Dataset Size and Parquet Files

Confirm a dataset on the Hub, read its size profile, then list its Parquet files.

ARAZZO

Hugging Face Dataset Validate and Preview

Check a dataset is viewer-ready, list its splits, then preview the first rows.

ARAZZO

Hugging Face Deploy Inference Endpoint and Wait

Create a dedicated Inference Endpoint, then poll its status until it is running.

ARAZZO

Hugging Face Discover a Space

Search Hub Spaces by SDK and query, then load the top Space's details.

ARAZZO

Hugging Face Embeddings Pair

Confirm an embedding model is available, then embed a query and a document for comparison.

ARAZZO

Hugging Face Grounded Text Generation

Find a text-generation model on the Hub, confirm it, then run hosted text generation.

ARAZZO

Hugging Face Search and Inspect a Model

Search the Hub for a model, fetch its full record, then inspect a specific revision.

ARAZZO

Hugging Face Summarize Then Translate

Summarize a long document with one model, then translate the summary with another.

ARAZZO

Hugging Face TGI Inspect and Generate

Read a TGI server's info, tokenize a prompt to check its length, then generate text.

ARAZZO

Hugging Face Toggle Inference Endpoint State

Read an endpoint's current state, then pause it if running or resume it if paused.

ARAZZO

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MCP Servers 1

Model Context Protocol servers that expose these APIs to AI agents.

MCP Server

MCP SERVER

Agent Skills 16

Packaged agent skills for driving this provider's APIs from an AI assistant.

hf-cli

AGENT SKILL

hf-mcp

AGENT SKILL

huggingface-best

AGENT SKILL

huggingface-community-evals

AGENT SKILL

huggingface-datasets

AGENT SKILL

huggingface-gradio

AGENT SKILL

huggingface-llm-trainer

AGENT SKILL

huggingface-local-models

AGENT SKILL

huggingface-paper-publisher

AGENT SKILL

huggingface-papers

AGENT SKILL

huggingface-tool-builder

AGENT SKILL

huggingface-trackio

AGENT SKILL

huggingface-vision-trainer

AGENT SKILL

huggingface-zerogpu

AGENT SKILL

train-sentence-transformers

AGENT SKILL

transformers-js

AGENT SKILL

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GraphQL 1

GraphQL schemas published by this provider.

Hugging Face GraphQL Schema

This conceptual GraphQL schema models the Hugging Face AI platform, covering the full surface area of its public APIs: the Hub API for managing models, datasets, and spaces; the...

GRAPHQL

Pricing Plans 1

Published pricing tiers and plan structures.

Hugging Face Plans Pricing

8 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Hugging Face Rate Limits

6 limits

RATE LIMITS

FinOps 1

Cost, billing, and metering signals for API financial operations.

Hugging Face Finops

FINOPS

Features 7

Notable capabilities this provider offers.

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.

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Semantic Vocabularies 7

JSON-LD contexts and semantic vocabularies used across these APIs.

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

Scroll for all 7

Spectral Rules 2

Spectral governance rulesets for linting and validating these APIs.

Hugging Face API Rules

5 rules · 4 warnings 1 info

SPECTRAL

Hugging Face API Rules

16 rules · 7 errors 9 warnings

SPECTRAL

JSON Schema 136

Standalone JSON Schema definitions for this provider's data models.

ChatCompletionRequest

18 properties

JSON SCHEMA

ChatCompletionResponse

7 properties

JSON SCHEMA

ChatCompletionStreamResponse

7 properties

JSON SCHEMA

ClassificationResult

2 properties

JSON SCHEMA

CompletionRequest

8 properties

JSON SCHEMA

CompletionResponse

6 properties

JSON SCHEMA

CompletionStreamResponse

5 properties

JSON SCHEMA

CreateEndpointRequest

5 properties

JSON SCHEMA

CreateRepoRequest

5 properties

JSON SCHEMA

Hugging Face Dataset

16 properties

JSON SCHEMA

Error

4 properties

JSON SCHEMA

ParquetResponse

2 properties

JSON SCHEMA

RowsResponse

5 properties

JSON SCHEMA

SearchResponse

5 properties

JSON SCHEMA

SizeResponse

2 properties

JSON SCHEMA

SplitsResponse

3 properties

JSON SCHEMA

StatisticsResponse

3 properties

JSON SCHEMA

ValidityResponse

5 properties

JSON SCHEMA

DatasetInfo

0 properties

JSON SCHEMA

DatasetSummary

13 properties

JSON SCHEMA

EmbeddingRequest

3 properties

JSON SCHEMA

EmbeddingResponse

4 properties

JSON SCHEMA

Endpoint

8 properties

JSON SCHEMA

EndpointMetrics

4 properties

JSON SCHEMA

Error

4 properties

JSON SCHEMA

ErrorResponse

2 properties

JSON SCHEMA

FeatureExtractionRequest

1 properties

JSON SCHEMA

FillMaskRequest

1 properties

JSON SCHEMA

FillMaskResponse

4 properties

JSON SCHEMA

GenerateRequest

2 properties

JSON SCHEMA

GenerateResponse

2 properties

JSON SCHEMA

CreateRepoRequest

5 properties

JSON SCHEMA

DatasetInfo

0 properties

JSON SCHEMA

DatasetSummary

13 properties

JSON SCHEMA

Error

2 properties

JSON SCHEMA

ModelInfo

0 properties

JSON SCHEMA

ModelSummary

15 properties

JSON SCHEMA

RepoUrl

1 properties

JSON SCHEMA

SpaceInfo

0 properties

JSON SCHEMA

SpaceSummary

11 properties

JSON SCHEMA

UserInfo

11 properties

JSON SCHEMA

ImageGenerationRequest

8 properties

JSON SCHEMA

ImageGenerationResponse

2 properties

JSON SCHEMA

ClassificationResult

2 properties

JSON SCHEMA

Hugging Face Inference Endpoint

7 properties

JSON SCHEMA

CreateEndpointRequest

5 properties

JSON SCHEMA

EndpointMetrics

4 properties

JSON SCHEMA

Endpoint

8 properties

JSON SCHEMA

Error

2 properties

JSON SCHEMA

Provider

4 properties

JSON SCHEMA

UpdateEndpointRequest

3 properties

JSON SCHEMA

Error

2 properties

JSON SCHEMA

FeatureExtractionRequest

1 properties

JSON SCHEMA

FillMaskRequest

1 properties

JSON SCHEMA

FillMaskResponse

4 properties

JSON SCHEMA

InferenceRequest

3 properties

JSON SCHEMA

InferenceResponse

0 properties

JSON SCHEMA

ModelLoadingResponse

2 properties

JSON SCHEMA

ObjectDetectionResult

3 properties

JSON SCHEMA

ChatCompletionRequest

18 properties

JSON SCHEMA

ChatCompletionResponse

6 properties

JSON SCHEMA

ChatCompletionStreamResponse

6 properties

JSON SCHEMA

CompletionRequest

8 properties

JSON SCHEMA

CompletionResponse

5 properties

JSON SCHEMA

CompletionStreamResponse

5 properties

JSON SCHEMA

EmbeddingRequest

3 properties

JSON SCHEMA

EmbeddingResponse

4 properties

JSON SCHEMA

Error

1 properties

JSON SCHEMA

ImageGenerationRequest

8 properties

JSON SCHEMA

ImageGenerationResponse

2 properties

JSON SCHEMA

Usage

3 properties

JSON SCHEMA

QuestionAnsweringRequest

1 properties

JSON SCHEMA

QuestionAnsweringResponse

4 properties

JSON SCHEMA

SentenceSimilarityRequest

1 properties

JSON SCHEMA

SpeechRecognitionResponse

1 properties

JSON SCHEMA

SummarizationRequest

2 properties

JSON SCHEMA

SummarizationResponse

1 properties

JSON SCHEMA

TextClassificationRequest

1 properties

JSON SCHEMA

TextGenerationRequest

3 properties

JSON SCHEMA

TextGenerationResponse

1 properties

JSON SCHEMA

TextToImageRequest

2 properties

JSON SCHEMA

TranslationRequest

1 properties

JSON SCHEMA

TranslationResponse

1 properties

JSON SCHEMA

ZeroShotClassificationRequest

2 properties

JSON SCHEMA

ZeroShotClassificationResponse

3 properties

JSON SCHEMA

InferenceRequest

3 properties

JSON SCHEMA

InferenceResponse

0 properties

JSON SCHEMA

Info

18 properties

JSON SCHEMA

Hugging Face Model

23 properties

JSON SCHEMA

ModelInfo

0 properties

JSON SCHEMA

ModelLoadingResponse

2 properties

JSON SCHEMA

ModelSummary

15 properties

JSON SCHEMA

ObjectDetectionResult

3 properties

JSON SCHEMA

ParquetResponse

2 properties

JSON SCHEMA

Provider

4 properties

JSON SCHEMA

QuestionAnsweringRequest

1 properties

JSON SCHEMA

QuestionAnsweringResponse

4 properties

JSON SCHEMA

RepoUrl

1 properties

JSON SCHEMA

RowsResponse

5 properties

JSON SCHEMA

SearchResponse

5 properties

JSON SCHEMA

SentenceSimilarityRequest

1 properties

JSON SCHEMA

SizeResponse

2 properties

JSON SCHEMA

Hugging Face Space

26 properties

JSON SCHEMA

SpaceInfo

0 properties

JSON SCHEMA

SpaceSummary

11 properties

JSON SCHEMA

SpeechRecognitionResponse

1 properties

JSON SCHEMA

SplitsResponse

3 properties

JSON SCHEMA

StatisticsResponse

3 properties

JSON SCHEMA

StreamResponse

3 properties

JSON SCHEMA

SummarizationRequest

2 properties

JSON SCHEMA

SummarizationResponse

1 properties

JSON SCHEMA

ChatCompletionRequest

17 properties

JSON SCHEMA

ChatCompletionResponse

6 properties

JSON SCHEMA

ChatCompletionStreamResponse

6 properties

JSON SCHEMA

CompletionRequest

9 properties

JSON SCHEMA

CompletionResponse

5 properties

JSON SCHEMA

CompletionStreamResponse

5 properties

JSON SCHEMA

ErrorResponse

2 properties

JSON SCHEMA

GenerateRequest

2 properties

JSON SCHEMA

GenerateResponse

2 properties

JSON SCHEMA

Info

18 properties

JSON SCHEMA

StreamResponse

3 properties

JSON SCHEMA

Usage

3 properties

JSON SCHEMA

TextClassificationRequest

1 properties

JSON SCHEMA

TextGenerationRequest

3 properties

JSON SCHEMA

TextGenerationResponse

1 properties

JSON SCHEMA

TextToImageRequest

2 properties

JSON SCHEMA

TranslationRequest

1 properties

JSON SCHEMA

TranslationResponse

1 properties

JSON SCHEMA

UpdateEndpointRequest

3 properties

JSON SCHEMA

Usage

3 properties

JSON SCHEMA

Hugging Face User

12 properties

JSON SCHEMA

UserInfo

11 properties

JSON SCHEMA

ValidityResponse

5 properties

JSON SCHEMA

ZeroShotClassificationRequest

2 properties

JSON SCHEMA

ZeroShotClassificationResponse

3 properties

JSON SCHEMA

Scroll for all 136

JSON Structure 72

JSON Structure definitions describing this provider's data shapes.

Hugging Face Dataset Viewer Error Structure

4 properties

JSON STRUCTURE

Hugging Face Dataset Viewer Parquet Response Structure

2 properties

JSON STRUCTURE

Hugging Face Dataset Viewer Rows Response Structure

5 properties

JSON STRUCTURE

Hugging Face Dataset Viewer Search Response Structure

5 properties

JSON STRUCTURE

Hugging Face Dataset Viewer Size Response Structure

2 properties

JSON STRUCTURE

Hugging Face Dataset Viewer Splits Response Structure

3 properties

JSON STRUCTURE

Hugging Face Dataset Viewer Statistics Response Structure

3 properties

JSON STRUCTURE

Hugging Face Dataset Viewer Validity Response Structure

5 properties

JSON STRUCTURE

Hugging Face Hub Create Repo Request Structure

5 properties

JSON STRUCTURE

Hugging Face Hub Dataset Info Structure

0 properties

JSON STRUCTURE

Hugging Face Hub Dataset Summary Structure

13 properties

JSON STRUCTURE

Hugging Face Hub Error Structure

2 properties

JSON STRUCTURE

Hugging Face Hub Model Info Structure

0 properties

JSON STRUCTURE

Hugging Face Hub Model Summary Structure

15 properties

JSON STRUCTURE

Hugging Face Hub Repo Url Structure

1 properties

JSON STRUCTURE

Hugging Face Hub Space Info Structure

0 properties

JSON STRUCTURE

Hugging Face Hub Space Summary Structure

11 properties

JSON STRUCTURE

Hugging Face Hub User Info Structure

11 properties

JSON STRUCTURE

Hugging Face Inference Classification Result Structure

2 properties

JSON STRUCTURE

Hugging Face Inference Endpoints Create Endpoint Request Structure

5 properties

JSON STRUCTURE

Hugging Face Inference Endpoints Endpoint Metrics Structure

4 properties

JSON STRUCTURE

Hugging Face Inference Endpoints Endpoint Structure

8 properties

JSON STRUCTURE

Hugging Face Inference Endpoints Error Structure

2 properties

JSON STRUCTURE

Hugging Face Inference Endpoints Provider Structure

4 properties

JSON STRUCTURE

Hugging Face Inference Endpoints Update Endpoint Request Structure

3 properties

JSON STRUCTURE

Hugging Face Inference Error Structure

2 properties

JSON STRUCTURE

Hugging Face Inference Feature Extraction Request Structure

1 properties

JSON STRUCTURE

Hugging Face Inference Fill Mask Request Structure

1 properties

JSON STRUCTURE

Hugging Face Inference Fill Mask Response Structure

4 properties

JSON STRUCTURE

Hugging Face Inference Inference Request Structure

3 properties

JSON STRUCTURE

Hugging Face Inference Inference Response Structure

0 properties

JSON STRUCTURE

Hugging Face Inference Model Loading Response Structure

2 properties

JSON STRUCTURE

Hugging Face Inference Object Detection Result Structure

3 properties

JSON STRUCTURE

Hugging Face Inference Providers Chat Completion Request Structure

18 properties

JSON STRUCTURE

Hugging Face Inference Providers Chat Completion Response Structure

6 properties

JSON STRUCTURE

Hugging Face Inference Providers Chat Completion Stream Response Structure

6 properties

JSON STRUCTURE

Hugging Face Inference Providers Completion Request Structure

8 properties

JSON STRUCTURE

Hugging Face Inference Providers Completion Response Structure

5 properties

JSON STRUCTURE

Hugging Face Inference Providers Completion Stream Response Structure

5 properties

JSON STRUCTURE

Hugging Face Inference Providers Embedding Request Structure

3 properties

JSON STRUCTURE

Hugging Face Inference Providers Embedding Response Structure

4 properties

JSON STRUCTURE

Hugging Face Inference Providers Error Structure

1 properties

JSON STRUCTURE

Hugging Face Inference Providers Image Generation Request Structure

8 properties

JSON STRUCTURE

Hugging Face Inference Providers Image Generation Response Structure

2 properties

JSON STRUCTURE

Hugging Face Inference Providers Usage Structure

3 properties

JSON STRUCTURE

Hugging Face Inference Question Answering Request Structure

1 properties

JSON STRUCTURE

Hugging Face Inference Question Answering Response Structure

4 properties

JSON STRUCTURE

Hugging Face Inference Sentence Similarity Request Structure

1 properties

JSON STRUCTURE

Hugging Face Inference Speech Recognition Response Structure

1 properties

JSON STRUCTURE

Hugging Face Inference Summarization Request Structure

2 properties

JSON STRUCTURE

Hugging Face Inference Summarization Response Structure

1 properties

JSON STRUCTURE

Hugging Face Inference Text Classification Request Structure

1 properties

JSON STRUCTURE

Hugging Face Inference Text Generation Request Structure

3 properties

JSON STRUCTURE

Hugging Face Inference Text Generation Response Structure

1 properties

JSON STRUCTURE

Hugging Face Inference Text To Image Request Structure

2 properties

JSON STRUCTURE

Hugging Face Inference Translation Request Structure

1 properties

JSON STRUCTURE

Hugging Face Inference Translation Response Structure

1 properties

JSON STRUCTURE

Hugging Face Inference Zero Shot Classification Request Structure

2 properties

JSON STRUCTURE

Hugging Face Inference Zero Shot Classification Response Structure

3 properties

JSON STRUCTURE

Hugging Face Structure

0 properties

JSON STRUCTURE

Hugging Face Text Generation Inference Chat Completion Request Structure

17 properties

JSON STRUCTURE

Hugging Face Text Generation Inference Chat Completion Response Structure

6 properties

JSON STRUCTURE

Hugging Face Text Generation Inference Chat Completion Stream Response Structure

6 properties

JSON STRUCTURE

Hugging Face Text Generation Inference Completion Request Structure

9 properties

JSON STRUCTURE

Hugging Face Text Generation Inference Completion Response Structure

5 properties

JSON STRUCTURE

Hugging Face Text Generation Inference Completion Stream Response Structure

5 properties

JSON STRUCTURE

Hugging Face Text Generation Inference Error Response Structure

2 properties

JSON STRUCTURE

Hugging Face Text Generation Inference Generate Request Structure

2 properties

JSON STRUCTURE

Hugging Face Text Generation Inference Generate Response Structure

2 properties

JSON STRUCTURE

Hugging Face Text Generation Inference Info Structure

18 properties

JSON STRUCTURE

Hugging Face Text Generation Inference Stream Response Structure

3 properties

JSON STRUCTURE

Hugging Face Text Generation Inference Usage Structure

3 properties

JSON STRUCTURE

Scroll for all 72

Examples 135

Example request and response payloads for these APIs.

Hugging Face Automaticspeechrecognition Example

6 fields

EXAMPLE

Hugging Face Chatcompletions Example

6 fields

EXAMPLE

Hugging Face Completions Example

6 fields

EXAMPLE

Hugging Face Createchatcompletion Example

6 fields

EXAMPLE

Hugging Face Createcompletion Example

6 fields

EXAMPLE

Hugging Face Createembeddings Example

6 fields

EXAMPLE

Hugging Face Createendpoint Example

6 fields

EXAMPLE

Hugging Face Createimagegeneration Example

6 fields

EXAMPLE

Hugging Face Createrepo Example

6 fields

EXAMPLE

Hugging Face Createspeech Example

6 fields

EXAMPLE

Hugging Face Createtranscription Example

6 fields

EXAMPLE

Hugging Face Dataset Viewer Error Example

4 fields

EXAMPLE

Hugging Face Dataset Viewer Parquet Response Example

2 fields

EXAMPLE

Hugging Face Dataset Viewer Rows Response Example

5 fields

EXAMPLE

Hugging Face Dataset Viewer Search Response Example

5 fields

EXAMPLE

Hugging Face Dataset Viewer Size Response Example

2 fields

EXAMPLE

Hugging Face Dataset Viewer Splits Response Example

3 fields

EXAMPLE

Hugging Face Dataset Viewer Statistics Response Example

3 fields

EXAMPLE

Hugging Face Dataset Viewer Validity Response Example

5 fields

EXAMPLE

Hugging Face Deleteendpoint Example

6 fields

EXAMPLE

Hugging Face Deleterepo Example

6 fields

EXAMPLE

Hugging Face Featureextraction Example

6 fields

EXAMPLE

Hugging Face Fillmask Example

6 fields

EXAMPLE

Hugging Face Filterrows Example

6 fields

EXAMPLE

Hugging Face Generate Example

6 fields

EXAMPLE

Hugging Face Generatestream Example

6 fields

EXAMPLE

Hugging Face Getcroissantmetadata Example

6 fields

EXAMPLE

Hugging Face Getdataset Example

6 fields

EXAMPLE

Hugging Face Getdatasetparquet Example

6 fields

EXAMPLE

Hugging Face Getdatasetsize Example

6 fields

EXAMPLE

Hugging Face Getendpoint Example

6 fields

EXAMPLE

Hugging Face Getendpointlogs Example

6 fields

EXAMPLE

Hugging Face Getendpointmetrics Example

6 fields

EXAMPLE

Hugging Face Getfirstrows Example

6 fields

EXAMPLE

Hugging Face Getinfo Example

6 fields

EXAMPLE

Hugging Face Getmetrics Example

6 fields

EXAMPLE

Hugging Face Getmodel Example

6 fields

EXAMPLE

Hugging Face Getmodelrevision Example

6 fields

EXAMPLE

Hugging Face Getparquetfiles Example

6 fields

EXAMPLE

Hugging Face Getrows Example

6 fields

EXAMPLE

Hugging Face Getspace Example

6 fields

EXAMPLE

Hugging Face Getsplits Example

6 fields

EXAMPLE

Hugging Face Getstatistics Example

6 fields

EXAMPLE

Hugging Face Hub Create Repo Request Example

5 fields

EXAMPLE

Hugging Face Hub Dataset Info Example

0 fields

EXAMPLE

Hugging Face Hub Dataset Summary Example

13 fields

EXAMPLE

Hugging Face Hub Error Example

2 fields

EXAMPLE

Hugging Face Hub Model Info Example

0 fields

EXAMPLE

Hugging Face Hub Model Summary Example

15 fields

EXAMPLE

Hugging Face Hub Repo Url Example

1 fields

EXAMPLE

Hugging Face Hub Space Info Example

0 fields

EXAMPLE

Hugging Face Hub Space Summary Example

11 fields

EXAMPLE

Hugging Face Hub User Info Example

11 fields

EXAMPLE

Hugging Face Imageclassification Example

6 fields

EXAMPLE

Hugging Face Inference Classification Result Example

2 fields

EXAMPLE

Hugging Face Inference Endpoints Create Endpoint Request Example

5 fields

EXAMPLE

Hugging Face Inference Endpoints Endpoint Example

8 fields

EXAMPLE

Hugging Face Inference Endpoints Endpoint Metrics Example

4 fields

EXAMPLE

Hugging Face Inference Endpoints Error Example

2 fields

EXAMPLE

Hugging Face Inference Endpoints Provider Example

4 fields

EXAMPLE

Hugging Face Inference Endpoints Update Endpoint Request Example

3 fields

EXAMPLE

Hugging Face Inference Error Example

2 fields

EXAMPLE

Hugging Face Inference Feature Extraction Request Example

1 fields

EXAMPLE

Hugging Face Inference Fill Mask Request Example

1 fields

EXAMPLE

Hugging Face Inference Fill Mask Response Example

4 fields

EXAMPLE

Hugging Face Inference Inference Request Example

3 fields

EXAMPLE

Hugging Face Inference Inference Response Example

0 fields

EXAMPLE

Hugging Face Inference Model Loading Response Example

2 fields

EXAMPLE

Hugging Face Inference Object Detection Result Example

3 fields

EXAMPLE

Hugging Face Inference Providers Chat Completion Request Example

18 fields

EXAMPLE

Hugging Face Inference Providers Chat Completion Response Example

6 fields

EXAMPLE

Hugging Face Inference Providers Chat Completion Stream Response Example

6 fields

EXAMPLE

Hugging Face Inference Providers Completion Request Example

8 fields

EXAMPLE

Hugging Face Inference Providers Completion Response Example

5 fields

EXAMPLE

Hugging Face Inference Providers Completion Stream Response Example

5 fields

EXAMPLE

Hugging Face Inference Providers Embedding Request Example

3 fields

EXAMPLE

Hugging Face Inference Providers Embedding Response Example

4 fields

EXAMPLE

Hugging Face Inference Providers Error Example

1 fields

EXAMPLE

Hugging Face Inference Providers Image Generation Request Example

8 fields

EXAMPLE

Hugging Face Inference Providers Image Generation Response Example

2 fields

EXAMPLE

Hugging Face Inference Providers Usage Example

3 fields

EXAMPLE

Hugging Face Inference Question Answering Request Example

1 fields

EXAMPLE

Hugging Face Inference Question Answering Response Example

4 fields

EXAMPLE

Hugging Face Inference Sentence Similarity Request Example

1 fields

EXAMPLE

Hugging Face Inference Speech Recognition Response Example

1 fields

EXAMPLE

Hugging Face Inference Summarization Request Example

2 fields

EXAMPLE

Hugging Face Inference Summarization Response Example

1 fields

EXAMPLE

Hugging Face Inference Text Classification Request Example

1 fields

EXAMPLE

Hugging Face Inference Text Generation Request Example

3 fields

EXAMPLE

Hugging Face Inference Text Generation Response Example

1 fields

EXAMPLE

Hugging Face Inference Text To Image Request Example

2 fields

EXAMPLE

Hugging Face Inference Translation Request Example

1 fields

EXAMPLE

Hugging Face Inference Translation Response Example

1 fields

EXAMPLE

Hugging Face Inference Zero Shot Classification Request Example

2 fields

EXAMPLE

Hugging Face Inference Zero Shot Classification Response Example

3 fields

EXAMPLE

Hugging Face Isvalid Example

6 fields

EXAMPLE

Hugging Face Listdatasets Example

6 fields

EXAMPLE

Hugging Face Listdatasettags Example

6 fields

EXAMPLE

Hugging Face Listendpoints Example

6 fields

EXAMPLE

Hugging Face Listmetrics Example

6 fields

EXAMPLE

Hugging Face Listmodels Example

6 fields

EXAMPLE

Hugging Face Listmodeltags Example

6 fields

EXAMPLE

Hugging Face Listproviders Example

6 fields

EXAMPLE

Hugging Face Listspaces Example

6 fields

EXAMPLE

Hugging Face Objectdetection Example

6 fields

EXAMPLE

Hugging Face Pauseendpoint Example

6 fields

EXAMPLE

Hugging Face Questionanswering Example

6 fields

EXAMPLE

Hugging Face Resumeendpoint Example

6 fields

EXAMPLE

Hugging Face Runinference Example

6 fields

EXAMPLE

Hugging Face Runpipelineinference Example

6 fields

EXAMPLE

Hugging Face Scaletozero Example

6 fields

EXAMPLE

Hugging Face Searchrows Example

6 fields

EXAMPLE

Hugging Face Sentencesimilarity Example

6 fields

EXAMPLE

Hugging Face Summarization Example

6 fields

EXAMPLE

Hugging Face Text Generation Inference Chat Completion Request Example

17 fields

EXAMPLE

Hugging Face Text Generation Inference Chat Completion Response Example

6 fields

EXAMPLE

Hugging Face Text Generation Inference Chat Completion Stream Response Example

6 fields

EXAMPLE

Hugging Face Text Generation Inference Completion Request Example

9 fields

EXAMPLE

Hugging Face Text Generation Inference Completion Response Example

5 fields

EXAMPLE

Hugging Face Text Generation Inference Completion Stream Response Example

5 fields

EXAMPLE

Hugging Face Text Generation Inference Error Response Example

2 fields

EXAMPLE

Hugging Face Text Generation Inference Generate Request Example

2 fields

EXAMPLE

Hugging Face Text Generation Inference Generate Response Example

2 fields

EXAMPLE

Hugging Face Text Generation Inference Info Example

18 fields

EXAMPLE

Hugging Face Text Generation Inference Stream Response Example

3 fields

EXAMPLE

Hugging Face Text Generation Inference Usage Example

3 fields

EXAMPLE

Hugging Face Textclassification Example

6 fields

EXAMPLE

Hugging Face Textgeneration Example

6 fields

EXAMPLE

Hugging Face Texttoimage Example

6 fields

EXAMPLE

Hugging Face Tokenize Example

6 fields

EXAMPLE

Hugging Face Translation Example

6 fields

EXAMPLE

Hugging Face Updateendpoint Example

6 fields

EXAMPLE

Hugging Face Updatereposettings Example

6 fields

EXAMPLE

Hugging Face Whoami Example

6 fields

EXAMPLE

Hugging Face Zeroshotclassification Example

6 fields

EXAMPLE

Scroll for all 135

Security Posture 3

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Hugging Face Authentication

http · 1 scheme

SECURITY

Hugging Face Domain Security

TLSv1.3 · DNSSEC · DMARC

SECURITY

Hugging Face Vulnerability Disclosure

security.txt · contact published

SECURITY

Agentic Access 1

Recommended x-agentic-access execution contracts for AI agents.

Hugging Face Agentic Access

68 operations · 35 acting

AGENTIC

Use Cases 5

What developers build with this provider.

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.

Resources

Get Started 4

Portal, sign-up, and the first successful call

Portal

Portal

GettingStarted

GettingStarted

Signup

Signup

Login

Documentation 7

Reference material describing how the API behaves

ContributionGuide

Documentation

JSONSchema

JSONSchema

JSONSchema

JSONSchema

JSONSchema

Scroll for all 7

Agent Surfaces 3

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgenticAccess

MCPServer

MCPServer

AgentSkills

AgentSkills

Design & Contract 15

Pagination, idempotency, versioning, errors, and events

Arazzo

Arazzo

Arazzo

Arazzo

Arazzo

Arazzo

Arazzo

Arazzo

Arazzo

Arazzo

Arazzo

Arazzo

Arazzo

Arazzo

JSONLD

Scroll for all 15

Build 5

SDKs, sample code, and the tooling you integrate with

CodeOfConduct

CodeOfConduct

PostmanWorkspace

PostmanWorkspace

GitHubOrganization

GitHubOrganization

SDKs

SDKs

SDKs

SDKs

Access & Security 4

Authentication, authorization, and security posture

SecurityPolicy

SecurityPolicy

VulnerabilityDisclosure

VulnerabilityDisclosure

DomainSecurity

DomainSecurity

Authentication

Authentication

Learn 1

Tutorials, courses, talks, and written guidance

YouTube

YouTube

Operate 8

Status, limits, changes, and where to get help

IssueTracker

Releases

ChangeLog

Support

Contact

Support

Support

StatusPage

Scroll for all 8

Commercial 4

Pricing, plans, and the legal terms of use

License

Pricing

TermsOfService

PrivacyPolicy

Company 2

The organization behind the API

Blog

Blog

LinkedIn

Other 3

Properties that don't map to a standard resource type

CapabilityMap

CapabilityMap

AICatalog

AICatalog

Source (apis.yml)

name: Hugging Face
description: The AI community building the future with open-source machine learning models, datasets, and applications.
deliveryModel:
  model: open-core
  license: Apache-2.0
  open_source: true
  commercial: true
  callable_host: true
  label: Open core · an OSS project plus a commercial hosted product
  confidence: high
  source:
  - license
  - openapi
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: freemium
  onboarding: self-serve
  trial: false
  try_now: true
  public: false
  label: Freemium · Self-serve signup
  confidence: medium
  source:
  - plans
  - authentication
  - security
  generated: '2026-09-03'
  method: derived
image: https://huggingface.co/front/assets/huggingface_logo.svg
url: https://huggingface.co
created: '2024'
modified: '2026-05-19'
specificationVersion: '0.23'
apis:
- aid: hugging-face:hugging-face-audio-api
  name: Hugging Face Audio API
  description: Speech recognition, audio classification, and text-to-speech tasks
  humanURL: https://huggingface.co/docs/api-inference/index
  baseURL: https://api-inference.huggingface.co
  tags:
  - Audio
  properties:
  - type: OpenAPI
    url: openapi/hugging-face-audio-api-openapi.yml
  - type: Documentation
    url: https://huggingface.co/docs/api-inference/index
  - type: Authentication
    url: https://huggingface.co/docs/api-inference/quicktour#authentication
  - type: GettingStarted
    url: https://huggingface.co/docs/api-inference/quicktour
  - type: RateLimits
    url: https://huggingface.co/docs/api-inference/en/rate-limits
  - type: FAQ
    url: https://huggingface.co/docs/api-inference/faq
  - type: GraphQL
    url: graphql/hugging-face-graphql.md
  - type: Documentation
    url: https://huggingface.co/docs/hub/api
  - type: SDKs
    url: https://huggingface.co/docs/huggingface_hub/index
  - type: SDKs
    url: https://huggingface.co/docs/huggingface.js/hub/README
  - type: Authentication
    url: https://huggingface.co/docs/hub/security-tokens
  - type: RateLimits
    url: https://huggingface.co/docs/hub/en/rate-limits
  - type: Documentation
    url: https://huggingface.co/docs/inference-endpoints/api_reference
  - type: GettingStarted
    url: https://huggingface.co/docs/inference-endpoints/index
  - type: Pricing
    url: https://huggingface.co/pricing#inference-endpoints
  - type: Documentation
    url: https://huggingface.co/docs/inference-providers/en/index
  - type: APIReference
    url: https://huggingface.co/docs/inference-providers/en/tasks/index
  - type: GettingStarted
    url: https://huggingface.co/docs/inference-providers/en/guides/first-api-call
  - type: Pricing
    url: https://huggingface.co/docs/inference-providers/pricing
  - type: Models
    url: https://huggingface.co/inference/models
  - type: Documentation
    url: https://huggingface.co/docs/dataset-viewer/index
  - type: GettingStarted
    url: https://huggingface.co/docs/dataset-viewer/en/quick_start
  - type: GitHubRepository
    url: https://github.com/huggingface/dataset-viewer
  - type: Documentation
    url: https://huggingface.co/docs/text-generation-inference/en/index
  - type: APIReference
    url: https://huggingface.co/docs/text-generation-inference/en/reference/api_reference
  - type: GettingStarted
    url: https://huggingface.co/docs/text-generation-inference/quicktour
  - type: Documentation
    url: https://huggingface.co/docs/text-generation-inference/en/messages_api
  - type: GitHubRepository
    url: https://github.com/huggingface/text-generation-inference
- aid: hugging-face:hugging-face-chat-api
  name: Hugging Face Chat API
  description: OpenAI-compatible chat completion endpoints
  humanURL: https://huggingface.co/docs/api-inference/index
  baseURL: https://api-inference.huggingface.co
  tags:
  - Chat
  properties:
  - type: OpenAPI
    url: openapi/hugging-face-chat-api-openapi.yml
  - type: Documentation
    url: https://huggingface.co/docs/api-inference/index
  - type: Authentication
    url: https://huggingface.co/docs/api-inference/quicktour#authentication
  - type: GettingStarted
    url: https://huggingface.co/docs/api-inference/quicktour
  - type: RateLimits
    url: https://huggingface.co/docs/api-inference/en/rate-limits
  - type: FAQ
    url: https://huggingface.co/docs/api-inference/faq
  - type: GraphQL
    url: graphql/hugging-face-graphql.md
  - type: Documentation
    url: https://huggingface.co/docs/hub/api
  - type: SDKs
    url: https://huggingface.co/docs/huggingface_hub/index
  - type: SDKs
    url: https://huggingface.co/docs/huggingface.js/hub/README
  - type: Authentication
    url: https://huggingface.co/docs/hub/security-tokens
  - type: RateLimits
    url: https://huggingface.co/docs/hub/en/rate-limits
  - type: Documentation
    url: https://huggingface.co/docs/inference-endpoints/api_reference
  - type: GettingStarted
    url: https://huggingface.co/docs/inference-endpoints/index
  - type: Pricing
    url: https://huggingface.co/pricing#inference-endpoints
  - type: Documentation
    url: https://huggingface.co/docs/inference-providers/en/index
  - type: APIReference
    url: https://huggingface.co/docs/inference-providers/en/tasks/index
  - type: GettingStarted
    url: https://huggingface.co/docs/inference-providers/en/guides/first-api-call
  - type: Pricing
    url: https://huggingface.co/docs/inference-providers/pricing
  - type: Models
    url: https://huggingface.co/inference/models
  - type: Documentation
    url: https://huggingface.co/docs/dataset-viewer/index
  - type: GettingStarted
    url: https://huggingface.co/docs/dataset-viewer/en/quick_start
  - type: GitHubRepository
    url: https://github.com/huggingface/dataset-viewer
  - type: Documentation
    url: https://huggingface.co/docs/text-generation-inference/en/index
  - type: APIReference
    url: https://huggingface.co/docs/text-generation-inference/en/reference/api_reference
  - type: GettingStarted
    url: https://huggingface.co/docs/text-generation-inference/quicktour
  - type: Documentation
    url: https://huggingface.co/docs/text-generation-inference/en/messages_api
  - type: GitHubRepository
    url: https://github.com/huggingface/text-generation-inference
- aid: hugging-face:hugging-face-chat-completions-api
  name: Hugging Face Chat Completions API
  description: OpenAI-compatible chat completion endpoints
  humanURL: https://huggingface.co/docs/api-inference/index
  baseURL: https://api-inference.huggingface.co
  tags:
  - Chat Completions
  properties:
  - type: OpenAPI
    url: openapi/hugging-face-chat-completions-api-openapi.yml
  - type: Documentation
    url: https://huggingface.co/docs/api-inference/index
  - type: Authentication
    url: https://huggingface.co/docs/api-inference/quicktour#authentication
  - type: GettingStarted
    url: https://huggingface.co/docs/api-inference/quicktour
  - type: RateLimits
    url: https://huggingface.co/docs/api-inference/en/rate-limits
  - type: FAQ
    url: https://huggingface.co/docs/api-inference/faq
  - type: GraphQL
    url: graphql/hugging-face-graphql.md
  - type: Documentation
    url: https://huggingface.co/docs/hub/api
  - type: SDKs
    url: https://huggingface.co/docs/huggingface_hub/index
  - type: SDKs
    url: https://huggingface.co/docs/huggingface.js/hub/README
  - type: Authentication
    url: https://huggingface.co/docs/hub/security-tokens
  - type: RateLimits
    url: https://huggingface.co/docs/hub/en/rate-limits
  - type: Documentation
    url: https://huggingface.co/docs/inference-endpoints/api_reference
  - type: GettingStarted
    url: https://huggingface.co/docs/inference-endpoints/index
  - type: Pricing
    url: https://huggingface.co/pricing#inference-endpoints
  - type: Documentation
    url: https://huggingface.co/docs/inference-providers/en/index
  - type: APIReference
    url: https://huggingface.co/docs/inference-providers/en/tasks/index
  - type: GettingStarted
    url: https://huggingface.co/docs/inference-providers/en/guides/first-api-call
  - type: Pricing
    url: https://huggingface.co/docs/inference-providers/pricing
  - type: Models
    url: https://huggingface.co/inference/models
  - type: Documentation
    url: https://huggingface.co/docs/dataset-viewer/index
  - type: GettingStarted
    url: https://huggingface.co/docs/dataset-viewer/en/quick_start
  - type: GitHubRepository
    url: https://github.com/huggingface/dataset-viewer
  - type: Documentation
    url: https://huggingface.co/docs/text-generation-inference/en/index
  - type: APIReference
    url: https://huggingface.co/docs/text-generation-inference/en/reference/api_reference
  - type: GettingStarted
    url: https://huggingface.co/docs/text-generation-inference/quicktour
  - type: Documentation
    url: https://huggingface.co/docs/text-generation-inference/en/messages_api
  - type: GitHubRepository
    url: https://github.com/huggingface/text-generation-inference
- aid: hugging-face:hugging-face-computer-vision-api
  name: Hugging Face Computer Vision API
  description: Image classification, object detection, and segmentation tasks
  humanURL: https://huggingface.co/docs/api-inference/index
  baseURL: https://api-inference.huggingface.co
  tags:
  - Computer-Vision
  tags_raw:
  - Computer Vision
  properties:
  - type: OpenAPI
    url: openapi/hugging-face-computer-vision-api-openapi.yml
  - type: Documentation
    url: https://huggingface.co/docs/api-inference/index
  - type: Authentication
    url: https://huggingface.co/docs/api-inference/quicktour#authentication
  - type: GettingStarted
    url: https://huggingface.co/docs/api-inference/quicktour
  - type: RateLimits
    url: https://huggingface.co/docs/api-inference/en/rate-limits
  - type: FAQ
    url: https://huggingface.co/docs/api-inference/faq
  - type: GraphQL
    url: graphql/hugging-face-graphql.md
  - type: Documentation
    url: https://huggingface.co/docs/hub/api
  - type: SDKs
    url: https://huggingface.co/docs/huggingface_hub/index
  - type: SDKs
    url: https://huggingface.co/docs/huggingface.js/hub/README
  - type: Authentication
    url: https://huggingface.co/docs/hub/security-tokens
  - type: RateLimits
    url: https://huggingface.co/docs/hub/en/rate-limits
  - type: Documentation
    url: https://huggingface.co/docs/inference-endpoints/api_reference
  - type: GettingStarted
    url: https://huggingface.co/docs/inference-endpoints/index
  - type: Pricing
    url: https://huggingface.co/pricing#inference-endpoints
  - type: Documentation
    url: https://huggingface.co/docs/inference-providers/en/index
  - type: APIReference
    url: https://huggingface.co/docs/inference-providers/en/tasks/index
  - type: GettingStarted
    url: https://huggingface.co/docs/inference-providers/en/guides/first-api-call
  - type: Pricing
    url: https://huggingface.co/docs/inference-providers/pricing
  - type: Models
    url: https://huggingface.co/inference/models
  - type: Documentation
    url: https://huggingface.co/docs/dataset-viewer/index
  - type: GettingStarted
    url: https://huggingface.co/docs/dataset-viewer/en/quick_start
  - type: GitHubRepository
    url: https://github.com/huggingface/dataset-viewer
  - type: Documentation
    url: https://huggingface.co/docs/text-generation-inference/en/index
  - type: APIReference
    url: https://huggingface.co/docs/text-generation-inference/en/reference/api_reference
  - type: GettingStarted
    url: https://huggingface.co/docs/text-generation-inference/quicktour
  - type: Documentation
    url: https://huggingface.co/docs/text-generation-inference/en/messages_api
  - type: GitHubRepository
    url: https://github.com/huggingface/text-generation-inference
- aid: hugging-face:hugging-face-data-access-api
  name: Hugging Face Data Access API
  description: Row-level data access and preview endpoints
  humanURL: https://huggingface.co/docs/api-inference/index
  baseURL: https://api-inference.huggingface.co
  tags:
  - Data Access
  properties:
  - type: OpenAPI
    url: openapi/hugging-face-data-access-api-openapi.yml
  - type: Documentation
    url: https://huggingface.co/docs/api-inference/index
  - type: Authentication
    url: https://huggingface.co/docs/api-inference/quicktour#authentication
  - type: GettingStarted
    url: https://huggingface.co/docs/api-inference/quicktour
  - type: RateLimits
    url: https://huggingface.co/docs/api-inference/en/rate-limits
  - type: FAQ
    url: https://huggingface.co/docs/api-inference/faq
  - type: GraphQL
    url: graphql/hugging-face-graphql.md
  - type: Documentation
    url: https://huggingface.co/docs/hub/api
  - type: SDKs
    url: https://huggingface.co/docs/huggingface_hub/index
  - type: SDKs
    url: https://huggingface.co/docs/huggingface.js/hub/README
  - type: Authentication
    url: https://huggingface.co/docs/hub/security-tokens
  - type: RateLimits
    url: https://huggingface.co/docs/hub/en/rate-limits
  - type: Documentation
    url: https://huggingface.co/docs/inference-endpoints/api_reference
  - type: GettingStarted
    url: https://huggingface.co/docs/inference-endpoints/index
  - type: Pricing
    url: https://huggingface.co/pricing#inference-endpoints
  - type: Documentation
    url: https://huggingface.co/docs/inference-providers/en/index
  - type: APIReference
    url: https://huggingface.co/docs/inference-providers/en/tasks/index
  - type: GettingStarted
    url: https://huggingface.co/docs/inference-providers/en/guides/first-api-call
  - type: Pricing
    url: https://huggingface.co/docs/inference-providers/pricing
  - type: Models
    url: https://huggingface.co/inference/models
  - type: Documentation
    url: https://huggingface.co/docs/dataset-viewer/index
  - type: GettingStarted
    url: https://huggingface.co/docs/dataset-viewer/en/quick_start
  - type: GitHubRepository
    url: https://github.com/huggingface/dataset-viewer
  - type: Documentation
    url: https://huggingface.co/docs/text-generation-inference/en/index
  - type: APIReference
    url: https://huggingface.co/docs/text-generation-inference/en/reference/api_reference
  - type: GettingStarted
    url: https://huggingface.co/docs/text-generation-inference/quicktour
  - type: Documentation
    url: https://huggingface.co/docs/text-generation-inference/en/messages_api
  - type: GitHubRepository
    url: https://github.com/huggingface/text-generation-inference
- aid: hugging-face:hugging-face-dataset-info-api
  name: Hugging Face Dataset Info API
  description: Dataset validity and structure endpoints
  humanURL: https://huggingface.co/docs/api-inference/index
  baseURL: https://api-inference.huggingface.co
  tags:
  - Dataset Info
  properties:
  - type: OpenAPI
    url: openapi/hugging-face-dataset-info-api-openapi.yml
  - type: Documentation
    url: https://huggingface.co/docs/api-inference/index
  - type: Authentication
    url: https://huggingface.co/docs/api-inference/quicktour#authentication
  - type: GettingStarted
    url: https://huggingface.co/docs/api-inference/quicktour
  - type: RateLimits
    url: https://huggingface.co/docs/api-inference/en/rate-limits
  - type: FAQ
    url: https://huggingface.co/docs/api-inference/faq
  - type: GraphQL
    url: graphql/hugging-face-graphql.md
  - type: Documentation
    url: https://huggingface.co/docs/hub/api
  - type: SDKs
    url: https://huggingface.co/docs/huggingface_hub/index
  - type: SDKs
    url: https://huggingface.co/docs/huggingface.js/hub/README
  - type: Authentication
    url: https://huggingface.co/docs/hub/security-tokens
  - type: RateLimits
    url: https://huggingface.co/docs/hub/en/rate-limits
  - type: Documentation
    url: https://huggingface.co/docs/inference-endpoints/api_reference
  - type: GettingStarted
    url: https://huggingface.co/docs/inference-endpoints/index
  - type: Pricing
    url: https://huggingface.co/pricing#inference-endpoints
  - type: Documentation
    url: https://huggingface.co/docs/inference-providers/en/index
  - type: APIReference
    url: https://huggingface.co/docs/inference-providers/en/tasks/index
  - type: GettingStarted
    url: https://huggingface.co/docs/inference-providers/en/guides/first-api-call
  - type: Pricing
    url: https://huggingface.co/docs/inference-providers/pricing
  - type: Models
    url: https://huggingface.co/inference/models
  - type: Documentation
    url: https://huggingface.co/docs/dataset-viewer/index
  - type: GettingStarted
    url: https://huggingface.co/docs/dataset-viewer/en/quick_start
  - type: GitHubRepository
    url: https://github.com/huggingface/dataset-viewer
  - type: Documentation
    url: https://huggingface.co/docs/text-generation-inference/en/index
  - type: APIReference
    url: https://huggingface.co/docs/text-generation-inference/en/reference/api_reference
  - type: GettingStarted
    url: https://huggingface.co/docs/text-generation-inference/quicktour
  - type: Documentation
    url: https://huggingface.co/docs/text-generation-inference/en/messages_api
  - type: GitHubRepository
    url: https://github.com/huggingface/text-generation-inference
- aid: hugging-face:hugging-face-datasets-api
  name: Hugging Face Datasets API
  description: Operations for managing and querying datasets on the Hub
  humanURL: https://huggingface.co/docs/api-inference/index
  baseURL: https://api-inference.huggingface.co
  tags:
  - Datasets
  properties:
  - type: OpenAPI
    url: openapi/hugging-face-datasets-api-openapi.yml
  - type: Documentation
    url: https://huggingface.co/docs/api-inference/index
  - type: Authentication
    url: https://huggingface.co/docs/api-inference/quicktour#authentication
  - type: GettingStarted
    url: https://huggingface.co/docs/api-inference/quicktour
  - type: RateLimits
    url: https://huggingface.co/docs/api-inference/en/rate-limits
  - type: FAQ
    url: https://huggingface.co/docs/api-inference/faq
  - type: GraphQL
    url: graphql/hugging-face-graphql.md
  - type: Documentation
    url: https://huggingface.co/docs/hub/api
  - type: SDKs
    url: https://huggingface.co/docs/huggingface_hub/index
  - type: SDKs
    url: https://huggingface.co/docs/huggingface.js/hub/README
  - type: Authentication
    url: https://huggingface.co/docs/hub/security-tokens
  - type: RateLimits
    url: https://huggingface.co/docs/hub/en/rate-limits
  - type: Documentation
    url: https://huggingface.co/docs/inference-endpoints/api_reference
  - type: GettingStarted
    url: https://huggingface.co/docs/inference-endpoints/index
  - type: Pricing
    url: https://huggingface.co/pricing#inference-endpoints
  - type: Documentation
    url: https://huggingface.co/docs/inference-providers/en/index
  - type: APIReference
    url: https://huggingface.co/docs/inference-providers/en/tasks/index
  - type: GettingStarted
    url: https://huggingface.co/docs/inference-providers/en/guides/first-api-call
  - type: Pricing
    url: https://huggingface.co/docs/inference-providers/pricing
  - type: Models
    url: https://huggingface.co/inference/models
  - type: Documentation
    url: https://huggingface.co/docs/dataset-viewer/index
  - type: GettingStarted
    url: https://huggingface.co/docs/dataset-viewer/en/quick_start
  - type: GitHubRepository
    url: https://github.com/huggingface/dataset-viewer
  - type: Documentation
    url: https://huggingface.co/docs/text-generation-inference/en/index
  - type: APIReference
    url: https://huggingface.co/docs/text-generation-inference/en/reference/api_reference
  - type: GettingStarted
    url: https://huggingface.co/docs/text-generation-inference/quicktour
  - type: Documentation
    url: https://huggingface.co/docs/text-generation-inference/en/messages_api
  - type: GitHubRepository
    url: https://github.com/huggingface/text-generation-inference
- aid: hugging-face:hugging-face-embeddings-api
  name: Hugging Face Embeddings API
  description: Text embedding endpoints
  humanURL: https://huggingface.co/docs/api-inference/index
  baseURL: https://api-inference.huggingface.co
  tags:
  - Embeddings
  properties:
  - type: OpenAPI
    url: openapi/hugging-face-embeddings-api-openapi.yml
  - type: Documentation
    url: https://huggingface.co/docs/api-inference/index
  - type: Authentication
    url: https://huggingface.co/docs/api-inference/quicktour#authentication
  - type: GettingStarted
    url: https://huggingface.co/docs/api-inference/quicktour
  - type: RateLimits
    url: https://huggingface.co/docs/api-inference/en/rate-limits
  - type: FAQ
    url: https://huggingface.co/docs/api-inference/faq
  - type: GraphQL
    url: graphql/hugging-face-graphql.md
  - type: Documentation
    url: https://huggingface.co/docs/hub/api
  - type: SDKs
    url: https://huggingface.co/docs/huggingface_hub/index
  - type: SDKs
    url: https://huggingface.co/docs/huggingface.js/hub/README
  - type: Authentication
    url: https://huggingface.co/docs/hub/security-tokens
  - type: RateLimits
    url: https://huggingface.co/docs/hub/en/rate-limits
  - type: Documentation
    url: https://huggingface.co/docs/inference-endpoints/api_reference
  - type: GettingStarted
    url: https://huggingface.co/docs/inference-endpoints/index
  - type: Pricing
    url: https://huggingface.co/pricing#inference-endpoints
  - type: Documentation
    url: https://huggingface.co/docs/inference-providers/en/index
  - type: APIReference
    url: https://huggingface.co/docs/inference-providers/en/tasks/index
  - type: GettingStarted
    url: https://huggingface.co/docs/inference-providers/en/guides/first-api-call
  - type: Pricing
    url: https://huggingface.co/docs/inference-providers/pricing
  - type: Models
    url: https://huggingface.co/inference/models
  - type: Documentation
    url: https://huggingface.co/docs/dataset-viewer/index
  - type: GettingStarted
    url: https://huggingface.co/docs/dataset-viewer/en/quick_start
  - type: GitHubRepository
    url: https://github.com/huggingface/dataset-viewer
  - type: Documentation
    url: https://huggingface.co/docs/text-generation-inference/en/index
  - type: APIReference
    url: https://huggingface.co/docs/text-generation-inference/en/reference/api_reference
  - type: GettingStarted
    url: https://huggingface.co/docs/text-generation-inference/quicktour
  - type: Documentation
    url: https://huggingface.co/docs/text-generation-inference/en/messages_api
  - type: GitHubRepository
    url: https://github.com/huggingface/text-generation-inference
- aid: hugging-face:hugging-face-endpoints-api
  name: Hugging Face Endpoints API
  description: Manage dedicated inference endpoints
  humanURL: https://huggingface.co/docs/api-inference/index
  baseURL: https://api-inference.huggingface.co
  tags: []
  tags_raw:
  - Endpoints
  properties:
  - type: OpenAPI
    url: openapi/hugging-face-endpoints-api-openapi.yml
  - type: Documentation
    url: https://huggingface.co/docs/api-inference/index
  - type: Authentication
    url: https://huggingface.co/docs/api-inference/quicktour#authentication
  - type: GettingStarted
    url: https://huggingface.co/docs/api-inference/quicktour
  - type: RateLimits
    url: https://huggingface.co/docs/api-inference/en/rate-limits
  - type: FAQ
    url: https://huggingface.co/docs/api-inference/faq
  - type: GraphQL
    url: graphql/hugging-face-graphql.md
  - type: Documentation
    url: https://huggingface.co/docs/hub/api
  - type: SDKs
    url: https://huggingface.co/docs/huggingface_hub/index
  - type: SDKs
    url: https://huggingface.co/docs/huggingface.js/hub/README
  - type: Authentication
    url: https://huggingface.co/docs/hub/security-tokens
  - type: RateLimits
    url: https://huggingface.co/docs/hub/en/rate-limits
  - type: Documentation
    url: https://huggingface.co/docs/inference-endpoints/api_reference
  - type: GettingStarted
    url: https://huggingface.co/docs/inference-endpoints/index
  - type: Pricing
    url: https://huggingface.co/pricing#inference-endpoints
  - type: Documentation
    url: https://huggingface.co/docs/inference-providers/en/index
  - type: APIReference
    url: https://huggingface.co/docs/inference-providers/en/tasks/index
  - type: GettingStarted
    url: https://huggingface.co/docs/inference-providers/en/guides/first-api-call
  - type: Pricing
    url: https://huggingface.co/docs/inference-providers/pricing
  - type: Models
    url: https://huggingface.co/inference/models
  - type: Documentation
    url: https://huggingface.co/docs/dataset-viewer/index
  - type: GettingStarted
    url: https://huggingface.co/docs/dataset-viewer/en/quick_start
  - type: GitHubRepository
    url: https://github.com/huggingface/dataset-viewer
  - type: Documentation
    url: https://huggingface.co/docs/text-generation-inference/en/index
  - type: APIReference
    url: https://huggingface.co/docs/text-generation-inference/en/reference/api_reference
  - type: GettingStarted
    url: https://huggingface.co/docs/text-generation-inference/quicktour
  - type: Documentation
    url: https://huggingface.co/docs/text-generation-inference/en/messages_api
  - type: GitHubRepository
    url: https://github.com/huggingface/text-generation-inference
- aid: hugging-face:hugging-face-files-metadata-api
  name: Hugging Face Files & Metadata API
  description: Parquet files, size, statistics, and metadata
  humanURL: https://huggingface.co/docs/api-inference/index
  baseURL: https://api-inference.huggingface.co
  tags:
  - Files & Metadata
  properties:
  - type: OpenAPI
    url: openapi/hugging-face-files-metadata-api-openapi.yml
  - type: Documentation
    url: https://huggingface.co/docs/api-inference/index
  - type: Authentication
    url: https://huggingface.co/docs/api-inference/quicktour#authentication
  - type: GettingStarted
    url: https://huggingface.co/docs/api-inference/quicktour
  - type: RateLimits
    url: https://huggingface.co/docs/api-inference/en/rate-limits
  - type: FAQ
    url: https://huggingface.co/docs/api-inference/faq
  - type: GraphQL
    url: graphql/hugging-face-graphql.md
  - type: Documentation
    url: https://huggingface.co/docs/hub/api
  - type: SDKs
    url: https://huggingface.co/docs/huggingface_hub/index
  - type: SDKs
    url: https://huggingface.co/docs/huggingface.js/hub/README
  - type: Authentication
    url: https://huggingface.co/docs/hub/security-tokens
  - type: RateLimits
    url: https://huggingface.co/docs/hub/en/rate-limits
  - type: Documentation
    url: https://huggingface.co/docs/inference-endpoints/api_reference
  - type: GettingStarted
    url: https://huggingface.co/docs/inference-endpoints/index
  - type: Pricing
    url: https://huggingface.co/pricing#inference-endpoints
  - type: Documentation
    url: https://huggingface.co/docs/inference-providers/en/index
  - type: APIReference
    url: https://huggingface.co/docs/inference-providers/en/tasks/index
  - type: GettingStarted
    url: https://huggingface.co/docs/inference-providers/en/guides/first-api-call
  - type: Pricing
    url: https://huggingface.co/docs/inference-providers/pricing
  - type: Models
    url: https://huggingface.co/inference/models
  - type: Documentation
    url: https://huggingface.co/docs/dataset-viewer/index
  - type: GettingStarted
    url: https://huggingface.co/docs/dataset-viewer/en/quick_start
  - type: GitHubRepository
    url: https://github.com/huggingface/dataset-viewer
  - type: Documentation
    url: https://huggingface.co/docs/text-generation-inference/en/index
  - type: APIReference
    url: https://huggingface.co/docs/text-generation-inference/en/reference/api_reference
  - type: GettingStarted
    url: https://huggingface.co/docs/text-generation-inference/quicktour
  - type: Documentation
    url: https://huggingface.co/docs/text-generation-inference/en/messages_api
  - type: GitHubRepository
    url: https://github.com/huggingface/text-generation-inference
- aid: hugging-face:hugging-face-image-generation-api
  name: Hugging Face Image Generation API
  description: Text-to-image generation
  humanURL: https://huggingface.co/docs/api-inference/index
  baseURL: https://api-inference.huggingface.co
  tags:
  - Image-Generation
  tags_raw:
  - Image Generation
  properties:
  - type: OpenAPI
    url: openapi/hugging-face-image-generation-api-openapi.yml
  - type: Documentation
    url: https://huggingface.co/docs/api-inference/index
  - type: Authentication
    url: https://huggingface.co/docs/api-inference/quicktour#authentication
  - type: GettingStarted
    url: https://huggingface.co/docs/api-inference/quicktour
  - type: RateLimits
    url: https://huggingface.co/docs/api-inference/en/rate-limits
  - type: FAQ
    url: https://huggingface.co/docs/api-inference/faq
  - type: GraphQL
    url: graphql/hugging-face-graphql.md
  - type: Documentation
    url: https://huggingface.co/docs/hub/api
  - type: SDKs
    url: https://huggingface.co/docs/huggingface_hub/index
  - type: SDKs
    url: https://huggingface.co/docs/huggingface.js/hub/README
  - type: Authentication
    url: https://huggingface.co/docs/hub/security-tokens
  - type: RateLimits
    url: https://huggingface.co/docs/hub/en/rate-limits
  - type: Documentation
    url: https://huggingface.co/docs/inference-endpoints/api_reference
  - type: GettingStarted
    url: https://huggingface.co/docs/inference-endpoints/index
  - type: Pricing
    url: https://huggingface.co/pricing#inference-endpoints
  - type: Documentation
    url: https://huggingface.co/docs/inference-providers/en/index
  - type: APIReference
    url: https://huggingface.co/docs/inference-providers/en/tasks/index
  - type: GettingStarted
    url: https://huggingface.co/docs/inference-providers/en/guides/first-api-call
  - type: Pricing
    url: https://huggingface.co/docs/inference-providers/pricing
  - type: Models
    url: https://huggingface.co/inference/models
  - type: Documentation
    url: https://huggingface.co/docs/dataset-viewer/index
  - type: GettingStarted
    url: https://huggingface.co/docs/dataset-viewer/en/quick_start
  - type: GitHubRepository
    url: https://github.com/huggingface/dataset-viewer
  - type: Documentation
    url: https://huggingface.co/docs/text-generation-inference/en/index
  - type: APIReference
    url: https://huggingface.co/docs/text-generation-inference/en/reference/api_reference
  - type: GettingStarted
    url: https://huggingface.co/docs/text-generation-inference/quicktour
  - type: Documentation
    url: https://huggingface.co/docs/text-generation-inference/en/messages_api
  - type: GitHubRepository
    url: https://github.com/huggingface/text-generation-inference
- aid: hugging-face:hugging-face-info-api
  name: Hugging Face Info API
  description: Server and model information
  humanURL: https://huggingface.co/docs/api-inference/index
  baseURL: https://api-inference.huggingface.co
  tags:
  - Info
  properties:
  - type: OpenAPI
    url: openapi/hugging-face-info-api-openapi.yml
  - type: Documentation
    url: https://huggingface.co/docs/api-inference/index
  - type: Authentication
    url: https://huggingface.co/docs/api-inference/quicktour#authentication
  - type: GettingStarted
    url: https://huggingface.co/docs/api-inference/quicktour
  - type: RateLimits
    url: https://huggingface.co/docs/api-inference/en/rate-limits
  - type: FAQ
    url: https://huggingface.co/docs/api-inference/faq
  - type: GraphQL
    url: graphql/hugging-face-graphql.md
  - type: Documentation
    url: https://huggingface.co/docs/hub/api
  - type: SDKs
    url: https://huggingface.co/docs/huggingface_hub/index
  - type: SDKs
    url: https://huggingface.co/docs/huggingface.js/hub/README
  - type: Authentication
    url: https://huggingface.co/docs/hub/security-tokens
  - type: RateLimits
    url: https://huggingface.co/docs/hub/en/rate-limits
  - type: Documentation
    url: https://huggingface.co/docs/inference-endpoints/api_reference
  - type: GettingStarted
    url: https://huggingface.co/docs/inference-endpoints/index
  - type: Pricing
    url: https://huggingface.co/pricing#inference-endpoints
  - type: Documentation
    url: https://huggingface.co/docs/inference-providers/en/index
  - type: APIReference
    url: https://huggingface.co/docs/inference-providers/en/tasks/index
  - type: GettingStarted
    url: https://huggingface.co/docs/inference-providers/en/guides/first-api-call
  - type: Pricing
    url: https://huggingface.co/docs/inference-providers/pricing
  - type: Models
    url: https://huggingface.co/inference/models
  - type: Documentation
    url: https://huggingface.co/docs/dataset-viewer/index
  - type: GettingStarted
    url: https://huggingface.co/docs/dataset-viewer/en/quick_start
  - type: GitHubRepository
    url: https://github.com/huggingface/dataset-viewer
  - type: Documentation
    url: https://huggingface.co/docs/text-gener

# --- truncated at 32 KB (63 KB total) ---
# Full source: https://raw.githubusercontent.com/api-evangelist/hugging-face/refs/heads/main/apis.yml

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